diff --git "a/measurement.json" "b/measurement.json"
new file mode 100644--- /dev/null
+++ "b/measurement.json"
@@ -0,0 +1,124871 @@
+{
+    "measurement": {
+        "model.layers.0.self_attn": [
+            {
+                "accuracy": 0.8348825228841681,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.8531188462909899,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.8638238153959575,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9221367208581221,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9241294986323306,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9245345655240511,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9526356772372597,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9529242609676561,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9564529343655235,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9595434351971275,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.961459429640519,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9642066328149093,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9660425468495017,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9687658328759042,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.981213484939776,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9843373486870214,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9875816593044683,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9903053578577543,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967504543693442,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.0.mlp": [
+            {
+                "accuracy": 0.951786248307479,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9528670812907972,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9651209053240324,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9717088592679877,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9771818926459864,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9790518048562502,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851307602305162,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9868288087217432,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9885480772507819,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9885511633596922,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900990999058673,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941381431723896,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950411402081188,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99650620904408,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970697182181635,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985480962419196,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988554551413185,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.1.self_attn": [
+            {
+                "accuracy": 0.9888753224360315,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9910687694424077,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9921213506083739,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952199380648764,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953295596336064,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954601479204077,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964690071187521,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966333081063471,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969254700761092,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970325137439527,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997717846184969,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978919042960593,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978967585453862,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980807676911354,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988207107311801,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990009771365869,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990526255416242,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994199486253293,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999669505209711,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.1.mlp": [
+            {
+                "accuracy": 0.9790304146314922,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.983589065702338,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9835730916575381,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9835895158742604,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9932182831199545,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941971721617799,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941945801440039,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951769521361903,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957840654410814,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966887153292957,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972244769726929,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982573501765728,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985228800459912,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985645648680235,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998958628036474,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998958662740494,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9992579342797399,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.2.self_attn": [
+            {
+                "accuracy": 0.9741752226101724,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9780052210155287,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9790418540176592,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988025584503224,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9882466455823496,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884076408649746,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9929341148389014,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9931229039242393,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936000077348006,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939517927797217,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941145307139346,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945029416366628,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948047215217038,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952251271981942,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971321233009037,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975871920193496,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998134834789916,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986797350605852,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994516286410784,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.2.mlp": [
+            {
+                "accuracy": 0.9624190016796714,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9680841439648679,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9683884319506193,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9702672770148829,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9869534843846371,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880277569356718,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9879582877221861,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990507710921137,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9917101177730059,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936185047814721,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945943053615721,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996700075504027,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997207776300217,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973512919325578,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982817004385748,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983760167501474,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988020332039971,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.3.self_attn": [
+            {
+                "accuracy": 0.9593264335080197,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9650031830135145,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9666762822552731,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9803248361537331,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9814924801650801,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816821907695971,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884174552402998,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988625727201763,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894059684715772,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900504115380739,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9906897199781317,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913175851106644,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9917061626911163,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923713403312784,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954502900180063,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961715505311364,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996972373441646,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978027828037739,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991682725713441,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.3.mlp": [
+            {
+                "accuracy": 0.9532676213666013,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9570766248201069,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9594293362215945,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9636593555149279,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9798294556768317,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9815208974637484,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9835217626471269,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9862807863637021,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880143545175853,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899000384305653,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913194454029987,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948020793105427,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956207189120745,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962776911101843,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974714429362824,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998148638951151,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986457670793721,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.4.self_attn": [
+            {
+                "accuracy": 0.9539076215342471,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9582370049075076,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9606214887217471,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.977218536954177,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.977988567791487,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9781801716277474,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9871165430859515,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9873395570014653,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9882132779610785,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9889552616759351,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888812876061389,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896287071077448,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901400506496429,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9909473194887763,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994575656558338,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954565332124108,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966213903144786,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975469669229106,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990812438099008,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.4.mlp": [
+            {
+                "accuracy": 0.9065243695911608,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.923684653482939,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9250347990738719,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.925733390607332,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9759735261139116,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.980409374362544,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9811722949931496,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9872048097221475,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991893796544326,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923245553907595,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942540255816359,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970292999948326,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974780825800017,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978160393473349,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983359683108958,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986614331014847,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991663814963478,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.5.self_attn": [
+            {
+                "accuracy": 0.988045017185964,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9889811481300154,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896335899829865,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933658289281946,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941684074307743,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942432316510301,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964549047382254,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996556989456478,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968045353889465,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969808976901205,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970793337806275,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972736392366258,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997392265224143,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976070966375502,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985789744869659,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987974743309774,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999085674748609,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993563591943759,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997501016692504,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.5.mlp": [
+            {
+                "accuracy": 0.9834298648332295,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9825851666299921,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9839640447967931,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.98491580862748,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923501148035652,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9906645644652216,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9914827425228921,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9868714048674232,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992834039424595,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993338651562992,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996262891904304,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973871349111983,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997241104903974,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977250377598562,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983385740534255,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985086116939783,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985504611150214,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.6.self_attn": [
+            {
+                "accuracy": 0.9932398788238826,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938414100753633,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942895934769982,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961316609068921,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967365225678996,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967769062832782,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979998116430483,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980625927840409,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982105330809167,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983195656616437,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983513945419538,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984687992224568,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985554796692572,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986801527832684,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9992003224201893,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993339480930253,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994710543634076,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996358342958909,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9998531184085694,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.6.mlp": [
+            {
+                "accuracy": 0.9802288805183611,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9814701472458086,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9823417694945085,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9828257513673682,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939873336177123,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993649105492391,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943504082529169,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941828870459607,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954446609082975,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996975092511428,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996914630853816,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984714230032343,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985732433239096,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990343721093315,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9992242096678207,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994416552546778,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996588855099521,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.7.self_attn": [
+            {
+                "accuracy": 0.9926517456769943,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993189087039546,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938074609166697,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957502986255445,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963726538576578,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964458922806539,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978419375654898,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979291450428335,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981030649260471,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981991603578392,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981952335097288,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998320745010125,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984413454015004,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985692910850048,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991441226907467,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9992832699300427,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994402692996358,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996225211132121,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9998460104934087,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.7.mlp": [
+            {
+                "accuracy": 0.9861413036522112,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9867133545248132,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9881330673631868,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887046547312486,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935254164432225,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940214588453895,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994674455962683,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963502660393715,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966568084139573,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967552911686269,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971923810478888,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982958643844253,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998535699162044,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989553872299822,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991613161799154,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999317994831424,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997132485487351,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.8.self_attn": [
+            {
+                "accuracy": 0.9932508186290139,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938945123239568,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944343939423561,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959948682471326,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966922186707196,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967732441268469,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978295184279743,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979059892265421,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980828420896279,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981772601604462,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983702781365106,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984793453232238,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985753953652946,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986771265731046,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9992028834102186,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993385469148818,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999428945446485,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996317839004883,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9998391688507247,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.8.mlp": [
+            {
+                "accuracy": 0.9823106260676133,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9830317701164045,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9852607626664011,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9859337320453242,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915215835759514,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9922642339217035,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9931123303739648,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954797856901821,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959097892830246,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995698613163672,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996277142120035,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978070629662589,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981417442230802,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998768529511596,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988839552786789,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990726695641091,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996644174925199,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.9.self_attn": [
+            {
+                "accuracy": 0.9910041831041637,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9916905674495196,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9924084167731436,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948072986383187,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955093684165102,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995594528552733,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973205265245939,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974331659706015,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976631322581517,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977912959691725,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977700457369026,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979342426124372,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980881810188293,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982512356027177,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989375799502197,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991225945322137,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993036666786984,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999540478089138,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9998090598536166,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.9.mlp": [
+            {
+                "accuracy": 0.9807762142859007,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.981501745550256,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9841559952811191,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9848925251709787,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990700195494451,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9914774000644684,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992503570098626,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995197662005299,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956296956852863,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952914306991979,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959000701967039,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976042258112054,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979574837182698,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986997297719905,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987735929653833,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989841981349807,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996552434994986,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.10.self_attn": [
+            {
+                "accuracy": 0.9904919133374566,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991163872574505,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9919817024155667,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993942907766292,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951797229679007,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995260580197761,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970460398808906,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971763797496495,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997429123246356,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975766690545961,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976380736027893,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978250196497691,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979948781822857,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981862896759259,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988904607139135,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990911564152491,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9992483109725934,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995144161542779,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997908507816886,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.10.mlp": [
+            {
+                "accuracy": 0.9787232969936571,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9795269715158563,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9823317151320609,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9831090255787498,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989578734103002,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904890280020865,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915501741986525,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945939465572959,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950806114234423,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947190527853212,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954072480138979,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973099866980001,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977116386749243,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985282533851109,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986228730137411,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998843975169094,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995993782619113,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.11.self_attn": [
+            {
+                "accuracy": 0.9881739977158999,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9892831248672385,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990175837748929,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99325803000676,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994211810199838,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994344336814002,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962355290588579,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964046560620007,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966906924781046,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968621152404108,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971115832266054,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973344302883274,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974756295743742,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977126184262728,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986072583614212,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988476485994301,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990197898525941,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993652416589228,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997340753233355,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.11.mlp": [
+            {
+                "accuracy": 0.9791275874564522,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9798285365104675,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9826215160520453,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9833826657972837,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9897864343304383,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9906287530535146,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9916775901066629,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947551869248089,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952000403090527,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948309750149125,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954881675933537,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997376156088553,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977562503987237,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985803011804819,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986601616991194,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998865704689371,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996242690831423,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.12.self_attn": [
+            {
+                "accuracy": 0.9887518443559346,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896474339460072,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905985954560732,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935178544960523,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944735012556377,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945643665759187,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966883412317226,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996795500971769,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970256597980073,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971791207790375,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972372874617577,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997422564186548,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976422155373975,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978369874389548,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987004394397924,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989150475318495,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991348328951158,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994092464545056,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997657636474622,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.12.mlp": [
+            {
+                "accuracy": 0.9769931576753917,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9777030599744696,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9806256545217413,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9814396798610687,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886501949084433,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9895806289032886,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9907185835273642,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994216826009123,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947194602144392,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942553925671076,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949806187497942,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970781263944349,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997504362934514,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984345830192691,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998506530335075,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987226905987451,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995890653594152,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.13.self_attn": [
+            {
+                "accuracy": 0.9888609937931362,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9897362229071165,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9906623575248217,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933937168435046,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944170787930489,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945529185627636,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965004144530547,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966856896093017,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969163480165758,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970785908793148,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972334121795077,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974323752287187,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997628602934511,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978350085255346,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986829351829855,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989058077335358,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990944400625793,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993929905130675,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997559938285696,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.13.mlp": [
+            {
+                "accuracy": 0.9753484867121044,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9761298628229844,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9792402982711792,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9800997423498254,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9878557104813425,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888643583184794,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900649566399423,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938034877965325,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994343469801702,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938297256043083,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946281258997164,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968639525927996,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973251345126253,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983223435517988,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983933604273357,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986236633634881,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995581299850815,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.14.self_attn": [
+            {
+                "accuracy": 0.9882709470234419,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891997058140604,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901034251639718,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928370745558488,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994239765954645,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943273773318843,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964370460886705,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965505172547541,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968915650326955,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970605296916083,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971292738459612,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973511035112959,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975219074832765,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977527811731163,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986511756126818,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988722878655321,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990898508970675,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993799707705253,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997456812691924,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.14.mlp": [
+            {
+                "accuracy": 0.9746708446427396,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9754932993336728,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9787406246913107,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9796323164513236,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9875215621371018,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.98856814911491,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9898140971597872,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936186730077392,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941812012540666,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936578426706163,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944821513797107,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967685963370299,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972534007147739,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982699191099719,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983416427122919,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985816605193051,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995425714081839,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.15.self_attn": [
+            {
+                "accuracy": 0.9875758502044176,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9882769231733523,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894820373309287,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923733363026067,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993649887411218,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993766587031515,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963981968007589,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965052102741442,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967969522664422,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969715236833221,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99689973459432,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971298840092985,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974205309623166,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976412830384154,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985963892387716,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988237018451879,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990843483491948,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993791890967834,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997492934283065,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.15.mlp": [
+            {
+                "accuracy": 0.9748058287720931,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9757322951367027,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9790086824642984,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9799094247190576,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9876905146398043,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887117578795082,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899590870267466,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936670668815312,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942111584701037,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937516235207257,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945551674616965,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996819474587315,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972890095883294,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982850653560538,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983670411533431,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986109730640524,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995436866914755,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.16.self_attn": [
+            {
+                "accuracy": 0.9888697925366854,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896873180803499,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9906436471562636,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934087693691254,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943865670969612,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944707680689661,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966099662216086,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966813345488749,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969904216888704,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971858064987158,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972198695728653,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974330518590776,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976520363829637,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978536365455702,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986931331651775,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989191411357177,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991106279194355,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994154001929259,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997593231352144,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.16.mlp": [
+            {
+                "accuracy": 0.976111899865301,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9769151853887659,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.980021744966507,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9808733839737741,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9882112655200457,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9892160837587557,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904191172436664,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939516994513964,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944926198375853,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940068686479017,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947887231644831,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969478792657978,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974041092944773,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983594204838339,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984340025602203,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986693746361294,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995659182436372,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.17.self_attn": [
+            {
+                "accuracy": 0.9894283476628756,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901868104934692,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990912634291147,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930774545983264,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947934213437533,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994881902870379,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967907318159154,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969107849817527,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971624112835056,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972794859817153,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974321150466016,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976107693816486,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99773888799705,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979756192157143,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987908578232715,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989963842457846,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991806236242777,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994488562408247,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99977133503968,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.17.mlp": [
+            {
+                "accuracy": 0.9768107533454895,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9776010528991097,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9806057904895983,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9814311579654091,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9885457801191431,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9895069771691373,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9906869138541975,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994121693466839,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994636141940167,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941809557770428,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949326781850112,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997036872137534,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974760273961645,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984088436161217,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984807514242435,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987086199812198,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995792039522999,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.18.self_attn": [
+            {
+                "accuracy": 0.9887647652312329,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894211833414278,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9902585705644206,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9924361486183969,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944051155134251,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994492029281039,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966303494415785,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966576985622707,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969430022725934,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971347231613962,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972068630158901,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974303118100292,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976392768715557,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997839080071763,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987159464508295,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989413455324737,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991132076829672,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994147286113155,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999755930425109,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.18.mlp": [
+            {
+                "accuracy": 0.9771394290422138,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.977911850339488,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9808904716843053,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9817144682532862,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886670583172849,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896287980832552,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9908103754645899,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941719633183981,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946977676529634,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942428371623943,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949852639907285,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970672320770589,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975015258318499,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984249590258849,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984967433112232,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987249729272566,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995837396893062,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.19.self_attn": [
+            {
+                "accuracy": 0.9899802796150509,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9906388466295443,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9914635239463103,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934518631351622,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995000242402679,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951006479953465,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996887737002812,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997036390398678,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972683642255632,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974011829809138,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975314163847974,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976918183659252,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997874810311355,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980592804127618,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988301609103617,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990169835325918,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991927084169889,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994659185605613,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997624447324166,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.19.mlp": [
+            {
+                "accuracy": 0.977135463764793,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9779045691615657,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9809123246293319,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9817471488525993,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886556197153894,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896317296906522,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9908197922141928,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994162172863358,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946961547983321,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942330627849227,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949863058956046,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970619356945941,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975010952667186,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984205272048712,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984936228904285,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987266660716972,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995818506730231,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.20.self_attn": [
+            {
+                "accuracy": 0.9884359711094907,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894029717696341,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9902789388832293,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9925952859615025,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994385538524703,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944687681762796,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963486496555177,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964712669974879,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967821014947013,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969182514438504,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997234836808945,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973898316292387,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975722404687029,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978091752058581,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986790573518527,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989043723203634,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990658397345167,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993866943313103,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997402372230825,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.20.mlp": [
+            {
+                "accuracy": 0.9776828571369773,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9784627980307529,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9814926652531875,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9823387782824667,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9889406397154457,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9898861607438639,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9910941343558463,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994297911462031,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948174878954887,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943798596137449,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951116721096792,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971381188615372,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975647202839977,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984555668932827,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985338061263687,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987707880178565,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995889728398699,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.21.self_attn": [
+            {
+                "accuracy": 0.985861842569552,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9870565102288598,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9878970266957032,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899059298791384,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935129477005256,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936471103053344,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962360788332788,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963151541979689,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967248663306236,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969004014212834,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967603248200918,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971303245738933,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973784773365447,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997632169409802,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985991234057828,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988371251445067,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990494243408504,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993733218625972,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997380909657008,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.21.mlp": [
+            {
+                "accuracy": 0.9781539549953059,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9789363475222337,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9819854497909546,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9828371201690874,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989189044425362,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901092138729597,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913225158264762,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944093917545519,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949187526577398,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945018503226732,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952175876027659,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971999935805798,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976173045211717,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984876112522263,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985648518134105,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988024988652844,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995986299932396,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.22.self_attn": [
+            {
+                "accuracy": 0.987033834582881,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877674446294182,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886539029447656,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915449062460348,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933774698721735,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935465243301893,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996039690155732,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962315637814371,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965669963704912,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967723018244693,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967446731109368,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969828324882608,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972161303617453,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997471310394375,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984725739218687,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987397217436841,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989838369778896,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993284625050268,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999721901221691,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.22.mlp": [
+            {
+                "accuracy": 0.977405353596336,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.978175833037025,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9812797370709871,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9821436813003138,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887604462473016,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9897330222945464,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9909672760649731,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941879801060024,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947249481552526,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942705521458074,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950203334814623,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970734242938066,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975174255669117,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984224750415275,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984978042346867,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987382953496355,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995803973196369,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.23.self_attn": [
+            {
+                "accuracy": 0.986661572205393,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9874744517238516,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887649518878836,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913432527529565,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9931886525530564,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993342778400371,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960598788763347,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962240096769834,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965093943633532,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967323439685922,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967451370076129,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969635697963991,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973302052209252,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975534234392015,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998533196747303,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987886361777782,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989950921582548,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993570339620897,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997290595140504,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.23.mlp": [
+            {
+                "accuracy": 0.9767475285028157,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9775476251777849,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9806741962307378,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9815312984742617,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9883991754368732,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894496657346424,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990671834663341,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939804779071557,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945555937133337,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994068056344986,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948672260108747,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969570068152327,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974371269345284,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983459187573508,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984368157425993,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986710599378535,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995609373834572,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.24.self_attn": [
+            {
+                "accuracy": 0.9873679562618858,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9881387509797749,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893159748692262,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991901378098287,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937360721983408,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938319490144127,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960291315066186,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961638497678857,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964472655402986,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966425448656082,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968624262041167,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971306578893411,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973167065334948,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975475174816031,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985159003224812,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998786799903763,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989681963465715,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993172378132218,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997214251197875,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.24.mlp": [
+            {
+                "accuracy": 0.9767419774281351,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.977526162800036,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9807285823320088,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816122258964338,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884542446387442,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894178321487025,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990697697589272,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940454367744295,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945759969322305,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941256230599002,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948778517152134,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970067282648463,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974487545458894,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983900110972556,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998463774099946,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987099308912691,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995736176344124,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.25.self_attn": [
+            {
+                "accuracy": 0.988055473879764,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886958018729561,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896119056563628,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9916823200489345,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939920788532809,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941295122629717,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961108518274207,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963473073746029,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966233200148532,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967867165411773,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970108584353798,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973036393915352,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974667475019631,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977089150955802,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985653905099944,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988540136500409,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989739798597599,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993630407966281,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997170278802514,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.25.mlp": [
+            {
+                "accuracy": 0.97597736120224,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9767784005717227,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9801237034170251,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9810501478220287,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880607692818892,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9890617210614053,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904152515687441,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938488261480081,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944058472388669,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939348093773189,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994714484010872,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969143565548094,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997367326366274,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983406874694323,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984179657736891,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986783010198882,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995615288713261,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.26.self_attn": [
+            {
+                "accuracy": 0.984470972889348,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.984971860521718,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9857939669960424,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877711134521585,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9918143811978792,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9919335748019972,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952839283566726,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954620537004972,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959826994883386,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996338595685206,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962799737327978,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966760999278018,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969995290433106,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971573076357967,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983757103940374,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986728680761237,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989315828210429,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9992621688074187,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9997034442463988,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.26.mlp": [
+            {
+                "accuracy": 0.9750040957802221,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9758777900745994,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9793951934889743,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9803729825898221,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9875316674772062,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886190506972765,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900348743325785,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993539422750473,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941413426085522,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936448610142657,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944835026797495,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996758365121327,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972503847981754,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982479830321512,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983379046775793,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986121755485472,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995360008784031,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.27.self_attn": [
+            {
+                "accuracy": 0.9818994842077556,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.984837365777869,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9863683016676652,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9897625838455401,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9914695518581491,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9916402666192305,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944486853323484,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946303116647821,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953639809238283,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956242532322281,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959243818333274,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963000114811095,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996557024356566,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968565504409765,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981245422049573,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984373488512478,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998677434595792,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991696583793351,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996482625015473,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.27.mlp": [
+            {
+                "accuracy": 0.9738383120612094,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9747674731831801,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9785273247643521,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.979583413977372,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9869136041716525,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880820512771606,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9895976907328555,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99317929619237,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938402544510992,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933131697930788,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942101522495872,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965804948618537,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997110204869195,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981432972769988,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998244390871964,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985444620251656,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995075863737025,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.28.self_attn": [
+            {
+                "accuracy": 0.9822495015043962,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9831840160645937,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9841709089906592,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9869379871769955,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9906312344889892,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9907924815228111,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946881669916605,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948550772510076,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953539614614687,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955870807170868,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954254109608499,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958505830482433,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99640420196872,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966911846085599,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980160544969534,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983421217061972,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986332763770693,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991452700801586,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996304458350336,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.28.mlp": [
+            {
+                "accuracy": 0.972646575225027,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9736763834953308,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9775242774110091,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9786116292602137,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9863516311896475,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9875618823264775,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9890999801849064,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928699888681111,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935401568287298,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993044354413685,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939729116464916,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964530738560777,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969943199110659,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980549402534962,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998181661296832,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984922551206852,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994811521058804,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.29.self_attn": [
+            {
+                "accuracy": 0.9807131384548388,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816106338250009,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9828337054503592,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9857610762119293,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9895580803093157,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896225192044911,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940033974616151,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942074441596082,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947048233527886,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951590695663503,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994898857254731,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952723681926727,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958827726935086,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962308100963894,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978445542878226,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982029554483137,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985019943039668,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99905588379816,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995975520118678,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.29.mlp": [
+            {
+                "accuracy": 0.9715605221296612,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9725669716533861,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9765705623124775,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9776926668066728,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9858064227982571,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9870455100348121,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988643187441324,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992637143323296,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933231488654488,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927687950824436,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937278934215245,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963137621158048,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968733650289083,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980021601444796,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981087810899082,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984256303624103,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994692751451543,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.30.self_attn": [
+            {
+                "accuracy": 0.9800276050442144,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9808450231426641,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.982718759461453,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9865957827944505,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9897128672976243,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9898530291883569,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940776613197828,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942805876857356,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947290451903092,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951096177101135,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949361850556574,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953469171335823,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959006893791651,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962907464880693,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977691536279101,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981489506991286,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998500682413578,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99902048177625,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995980239718368,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.30.mlp": [
+            {
+                "accuracy": 0.9708609424139324,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9718713164329529,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9759578202900133,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.977098424183695,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9854910781508998,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9867298885395652,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9883546115536439,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9924946717525783,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9931818842887878,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926201826647708,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935832160868143,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962440862467414,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968038173882585,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979686229244659,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980780729337743,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983988402313307,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994604331196139,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.31.self_attn": [
+            {
+                "accuracy": 0.9798457889180434,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9809158475775468,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9827069373507249,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860009096170727,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9897169368831735,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989847901620363,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944247372056308,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945690455405336,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948398059135989,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954034839021532,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951270799103537,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955299590763292,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960446294985319,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963871507268203,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978416587569212,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982389233222133,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986171382234285,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990842927639422,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996253517456353,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.31.mlp": [
+            {
+                "accuracy": 0.9699212814632215,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9709654795496088,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9751566240662023,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9763185381889343,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9850868865063316,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9863470667286923,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.987998462821308,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9922813177108765,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9929767721577695,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992425013529627,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934027108706927,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961478510185292,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967129114819201,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979110509157181,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980319724663308,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983596767445928,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994436423539331,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.32.self_attn": [
+            {
+                "accuracy": 0.9825642704963684,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9836855985616383,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851001548139673,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9890342307718176,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9912251971269909,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9912981477222944,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945898518750542,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946737344327726,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951286982548865,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954858814415178,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955724042497183,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995969645678997,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962443877991877,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965879795582671,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979077920709786,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982639339409376,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985754244813794,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999003172901116,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996127008803581,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.32.mlp": [
+            {
+                "accuracy": 0.9679933817763078,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9690529233530948,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9735550817690397,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9747538190138968,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9842076568227065,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.985604033658379,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9872897330083346,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9918588195976458,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926040980376696,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9919449843858418,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930218442490226,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958832585497907,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965172096302635,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977755038753936,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978910502242414,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982285495651396,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994099975906705,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.33.self_attn": [
+            {
+                "accuracy": 0.9819174957902808,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9831495394832209,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9842736501442758,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877277251921202,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9911693138511557,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9914221708711825,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994473029908381,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948156315245127,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952579340652415,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953586004282299,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955839722564346,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959286067046618,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961501026624128,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965289682149887,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978744109210215,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982549132485139,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985733626312331,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990346286641923,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996137341092292,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.33.mlp": [
+            {
+                "accuracy": 0.9693001602825365,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9702996862562079,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9746247765265013,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.975774674039138,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9848193824291229,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9861445332828321,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877882607673344,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9921753712390599,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928968368392241,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9922576907433962,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9932827682871568,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960449118363229,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996648621010153,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978670877845663,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979691015262353,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998298325820973,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994326307879466,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.34.self_attn": [
+            {
+                "accuracy": 0.9809110854801378,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9823092990799954,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9839890018889779,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877643271496421,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905614052948198,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9907368264700237,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939921615939391,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941926351503322,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946311300522402,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948723735777956,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953138032241872,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956616296579963,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959471312008406,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962624433009248,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977523410006574,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981218601920103,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984300353221203,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989155466227155,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995559695617933,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.34.mlp": [
+            {
+                "accuracy": 0.9697654310025667,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.970799373952966,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9750549557961916,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9761927394490493,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9850069535406012,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9863417101533789,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9879697514207739,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9922501672255365,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9929644904638592,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923448295969712,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933713086341557,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960873409321434,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966911638253614,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997882212855314,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979919687305626,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983130569912886,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994353090265864,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.35.self_attn": [
+            {
+                "accuracy": 0.9830806286711442,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9842157834454587,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9854986071586609,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886565333918521,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915894591494611,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9917653516719216,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945385236489145,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947841536057623,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950841900549436,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954314474996767,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957985003527842,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99612846892131,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962987668420139,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965906249065148,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979676665051987,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983418464268509,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985985745136675,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990523856525358,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996096594749313,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.35.mlp": [
+            {
+                "accuracy": 0.9701012027891058,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9711606031969974,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9754378968163541,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9765863089185012,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851456911940324,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.986502816802577,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988119933166002,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923105788858313,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930362434763658,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9924105327380331,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934436784763085,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961198387961638,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967273642358027,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978960717194959,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980050721450856,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998332285371266,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994409732814682,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.36.self_attn": [
+            {
+                "accuracy": 0.981702197539179,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9827981246145148,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9841513398446535,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9879324122479087,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905300289392471,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9906730173449767,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937803380583462,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939403926071367,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946907872432157,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950651910744215,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953754544258118,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957165369077733,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959867369187506,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963582667865252,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977770279112615,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981490254010025,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984670362778401,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998904815433841,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995857361998213,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.36.mlp": [
+            {
+                "accuracy": 0.9706935945310091,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9718139234342074,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9760287607970991,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9771659797743747,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9854472075638018,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.986766477948741,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9883909366632763,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9924599418514654,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993147755924024,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9925725507108789,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935781430256995,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962089822480553,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967944231864653,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979353931389356,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980528560516081,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983776913661706,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994490427014074,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.37.self_attn": [
+            {
+                "accuracy": 0.9809945288457369,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816122917752517,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9826966539809578,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9859064519405365,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904393992925945,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905274918204859,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945332937334713,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946628789368429,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951368550720968,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952412600580015,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953921103948041,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957244964806657,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960418112183872,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964345419093182,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978473713915599,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982238053099105,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986580009327123,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990407165728117,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999633924790511,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.37.mlp": [
+            {
+                "accuracy": 0.9716968316780893,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9728224057900278,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9770462795307762,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9781779333164817,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860153841344934,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.98725447215532,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888599358106914,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927086092923817,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933846851712779,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928637884165111,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938140017421622,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963563919851655,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969128436948124,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980108632068885,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981274971444356,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998451465446698,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994704089078464,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.38.self_attn": [
+            {
+                "accuracy": 0.9823439372213263,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9832896558861983,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9844169255934263,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9882573665756929,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9908559879190043,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9910391545609424,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944338684803561,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994640796592361,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951211774819776,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954319192390693,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995462181144639,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957887146033739,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960668153668705,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964200517064646,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978285363238109,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981937533930728,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985822335277733,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989747970708107,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99961542465577,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.38.mlp": [
+            {
+                "accuracy": 0.9689207767185412,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9704009921927201,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.973992678679918,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9749810695648193,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.985973425601658,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9871489468373751,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886988668065322,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926673683680987,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933190988866907,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927850914628882,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937234481698588,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963055884367541,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996862635800713,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979586432638922,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980982677324822,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984094264279855,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994479216831295,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.39.self_attn": [
+            {
+                "accuracy": 0.9806682028268513,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9820483609249717,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9833274844445681,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9866593401683005,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9902742897209368,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990443941009672,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942824264105997,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944798562087511,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949381002470067,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953127515159155,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949487757525945,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995552186118929,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959505141565674,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962601736187935,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978283851554519,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981719543667216,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985502813207475,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990155196895725,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996063577893534,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.39.mlp": [
+            {
+                "accuracy": 0.9715881316285384,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9726330543819227,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9765705623124775,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9776206314563751,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9858171030094749,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9871717722792375,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988658512893476,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99260534502958,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933180228659981,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927219442631069,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937429530055899,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962670026641143,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996869954819742,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997951201898487,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980834561743235,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983812697035702,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994529684221274,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.40.self_attn": [
+            {
+                "accuracy": 0.9819657441816831,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9831126912644035,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9843351260611886,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9878626944203126,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9908984609340367,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9910986572504044,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994185555138086,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994431834863989,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994825467467308,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952348643227628,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954817530355955,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958031514757558,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960446981223006,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963739624148921,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997830633466181,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981739485734388,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985159348304334,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989018366721115,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995862656812134,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.40.mlp": [
+            {
+                "accuracy": 0.9728085492786608,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.973781085328052,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9775892558850741,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9785989601361124,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9864936643525174,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9876935787891087,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891462937781685,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930023103952408,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936347243032957,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993102742653144,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940194613055179,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964721045996013,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970148741022536,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980797101008264,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981853779601423,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984737154292432,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994877939063468,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.41.self_attn": [
+            {
+                "accuracy": 0.9824921535818201,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9832102562251844,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9844879774670852,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9875682396324057,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9909723714778298,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9912347040678325,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941819941526965,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944715786137079,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995146308290331,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953662404104283,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955472459918574,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958972817188815,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961193556848326,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964612773374507,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977780745217675,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998229439909521,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998448402669869,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989836855154288,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995870223562968,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.41.mlp": [
+            {
+                "accuracy": 0.9719422302748028,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9729663353217276,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9768513503827547,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9778982181298105,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860284548056754,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9873037400998568,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988822194306474,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927885046130732,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934356612594504,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928864460242423,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938356472473395,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963627383112907,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969214604873406,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998017846361587,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981311704767378,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984313767207297,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994700973559367,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.42.self_attn": [
+            {
+                "accuracy": 0.9829446532224354,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9837523620379599,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9846941169939543,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9876637356845956,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9909344276315287,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9909747564478925,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993816609837507,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939083480521252,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994978156136839,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955051839351654,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958009249285648,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961100722614088,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962692919530367,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965904307992834,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979464899944631,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982943144675932,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986159318175755,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990507298590321,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9996153383858895,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.42.mlp": [
+            {
+                "accuracy": 0.9711398231355768,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9722362788099992,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9762721516584095,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9773827006942347,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9855377140798067,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9868734220140859,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884549951867053,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992462797384513,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9931409782484958,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9925933315565711,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935998630366827,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962078034877777,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968041754082629,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979112512971225,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980545357653969,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983670992874786,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994467117970711,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.43.self_attn": [
+            {
+                "accuracy": 0.9803478435466164,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9815393168675272,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9833592709742094,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9873192922065133,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899639824503347,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901360312574788,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937101582947531,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938552626653722,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940175500355268,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945831902717289,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948820809000417,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952451771027163,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956307309238535,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959892854094505,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975954827509428,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980055674126274,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982499486129535,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989102650433779,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995519586985833,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.43.mlp": [
+            {
+                "accuracy": 0.9684421231872157,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9697129224476061,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.973909351386522,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9750951340324,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9845700671798304,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860880563133642,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9878042348121342,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9918850683852246,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926883813581968,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9920653167523836,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9932213590333336,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995895034388492,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965819787038,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976352243439147,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979193447843978,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982621556049899,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993641721084714,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.44.self_attn": [
+            {
+                "accuracy": 0.9797506912758476,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9807268428175073,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9826765515302357,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9864210502097481,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9897657264220087,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899425506591797,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933812382974123,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935676643722936,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940200844093373,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944554045796394,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948161248313753,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952747602211801,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955559306238827,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959950439239803,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975812866499549,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980306160685263,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982515946030617,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998909270783004,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995201052117505,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.44.mlp": [
+            {
+                "accuracy": 0.9683420940449363,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9697253202137194,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9741118001310449,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9753886774966591,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.984239764903721,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9856949636810705,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9874237767959896,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991630704779374,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9924203816213106,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9919523408538417,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930553734302521,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958866418976533,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965311430002514,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976958493260961,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978984335535451,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982550373595012,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993796821095442,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.45.self_attn": [
+            {
+                "accuracy": 0.9767558857014305,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9778788403460854,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9797509187146237,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9841637642760026,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9878998822287509,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880521469994595,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992028954781984,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9921529300903019,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993133155138869,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993495874106884,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938586122895542,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943871070679865,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947146365517064,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951559222842518,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971159886764852,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997551018470212,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979285474278425,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986715992226413,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994299046107029,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.45.mlp": [
+            {
+                "accuracy": 0.9674659434117769,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9688097050315455,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9733229436372456,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9746290649238386,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9838314213250813,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9852909492818933,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9870686601651343,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9914735312524595,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9922689787651363,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9917522480613307,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928665741493827,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957893584903917,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964378699660301,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976631210822808,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978481144889405,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982135146856308,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993712639338092,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.46.self_attn": [
+            {
+                "accuracy": 0.97646637809904,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9777327650471738,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9800401988782381,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9849674168385958,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9878189791189996,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880620147052565,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923655382896724,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926233072029916,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9931731514240566,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935213488183523,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938944954621164,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943671520603331,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994843704920066,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952797352483398,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971557992853617,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976159577306948,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979912795518574,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987163447627896,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994611744523832,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.46.mlp": [
+            {
+                "accuracy": 0.9665112558164095,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9678240543917606,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9724850780085513,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9738329758769587,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.98338866861243,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9848422596329137,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9866881150948373,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991239364209928,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9920356014841482,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915481946970287,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992661138898448,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956921762541721,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963409143843149,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976084908764613,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978071051208597,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981793669101439,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993546529624023,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.47.self_attn": [
+            {
+                "accuracy": 0.977717587822362,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9787126136453528,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9810570572551928,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9850294291973114,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988582119345665,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888511221659811,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926009107577173,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9929417599188654,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938170074632293,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942200317194587,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945537444008025,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949757174441689,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953887015581131,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995842697589021,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974991432146022,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979043887241891,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982315323462612,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988912486128116,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995205541092315,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.47.mlp": [
+            {
+                "accuracy": 0.9644035289162084,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9657565982718217,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9707426397423995,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9721960456747758,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9823311614362817,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9838775098323822,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9858515058693132,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9906441090922606,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915042433299517,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9910051705021607,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9921962320804596,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954150323020784,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99610858959587,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974433677761179,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976694925050986,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980657239885706,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993070044407719,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.48.self_attn": [
+            {
+                "accuracy": 0.9750268443634635,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9781652688980103,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9803851701711354,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9847775509482936,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9879365571235356,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9882656233875375,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9917590131885127,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992209752923564,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930713200255444,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933023523343237,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940001799872047,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944618767813632,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994753614852303,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951950095986065,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970326025627161,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976086324374926,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977519537665342,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987777311747011,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993997258869441,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.48.mlp": [
+            {
+                "accuracy": 0.9616333497198004,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9630522822078905,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9684256252489591,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9699886315747311,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9809143904008364,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9825748487522727,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.984731978491733,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899807423353195,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9909097269961709,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9902779444267875,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915660039374703,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995041766056889,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957935351290201,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972702033425632,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974730910831376,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979060643205517,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9992613324797467,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.49.self_attn": [
+            {
+                "accuracy": 0.9764789719330637,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9773318422468085,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9795640957982916,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.983591909471311,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9879763416553798,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9882278050246992,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923513233661652,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926675660045523,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935946088088187,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993639778934027,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941399744466731,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945848313601393,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950399485073591,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954820114531016,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972987120088778,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977167603608809,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981080819117395,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987752892469105,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994536515717444,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.49.mlp": [
+            {
+                "accuracy": 0.9570393562316895,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9586263644067865,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9646053878884566,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9663973795740228,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9785751590603277,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9804946121416593,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9829019041437852,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886195800806347,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896989637299588,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9890691928173366,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905497941531634,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944184006829011,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952806371607279,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968797672343882,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971652672086891,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976509711460063,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991514263184447,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.50.self_attn": [
+            {
+                "accuracy": 0.9739184348206771,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9753194357219496,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9772537350654602,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9802850265251962,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9870939082220981,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9868938420948229,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926150927418157,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927207960894233,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934463940168682,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935358845089611,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99390635835497,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942069481077948,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948842647044283,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954872794057193,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997281798798787,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977800981386712,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980326520377084,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988566460578066,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994466234684775,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.50.mlp": [
+            {
+                "accuracy": 0.955006950779965,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9566370468390615,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.96272831841519,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9645587958787617,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.977670188012876,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.979599118232727,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9820443031034971,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9881882989092877,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9892647235017074,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886501611847627,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901322000905087,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942196666410095,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950813721669348,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967852193666132,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970651751286105,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975583745460761,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991296889554513,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.51.self_attn": [
+            {
+                "accuracy": 0.9721082950893202,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.974587691457648,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9766438697513781,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9818361558412251,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860054568240517,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9863028714531347,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9912523878248114,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915972689264699,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923104934002224,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926159624990664,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9932260670159992,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937963219065415,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942550004312867,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947845959349683,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968011936074809,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973725372631299,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977543175612625,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985747496156316,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999386283225919,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.51.mlp": [
+            {
+                "accuracy": 0.9525793006545619,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9543167352676392,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9606608152389526,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.962607553130702,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9764678791949624,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9784917141261854,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9810708400450254,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9875319662847017,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886693625073684,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880317018220299,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9895962539472078,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993899961051188,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948099945720873,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965987464315013,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969018178158685,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974135866290644,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990746596534001,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.52.self_attn": [
+            {
+                "accuracy": 0.9734744147250527,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9757691825691023,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9775949104836112,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9813709431572964,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9864319311945062,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9870245762561497,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9910242463413038,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9918725325873023,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9924456147771132,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927242484531904,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933957598711315,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939881249477989,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945783893528738,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950895670213198,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968762678143225,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975425510814315,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997622902063947,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986655588604902,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993408170871829,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.52.mlp": [
+            {
+                "accuracy": 0.9498372736730074,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9516339835367704,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9582241867717943,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9602173817785162,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9750751225571883,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9771915893805655,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.979886731034831,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9868597529436413,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880600987296355,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9873329926478235,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9889804156203019,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935571833660728,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945127509142223,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964330855168795,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967296145072109,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972644432594902,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990361933841517,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.53.self_attn": [
+            {
+                "accuracy": 0.9738855534478238,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9763001078053525,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9782116319003858,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9824702692659277,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9867383759272726,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9871634589998346,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9908445038293537,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913021624088287,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9925220044035661,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930537546935835,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936646168169222,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943247986467261,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945300072431564,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951522597356847,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969691416542781,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997558094757168,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976935094516528,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986214233856452,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993645177761975,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.53.mlp": [
+            {
+                "accuracy": 0.9487999426691156,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9505919437659414,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9571023614783036,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9590430604784113,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9745260743718398,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9766683907885301,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9793255235019483,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9866372660586709,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.987846082762668,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9870606253021642,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887287248122064,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934214490808939,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943868047312686,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963773739965338,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966557665090812,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971717831335569,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999017289888702,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.54.self_attn": [
+            {
+                "accuracy": 0.9780407971457431,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9792578910526476,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9812200838013699,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851706106411783,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9889951709069704,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9892391178168749,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928166717290878,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9931510208468688,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937620723718091,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941021725535393,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945626725491724,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950341645040011,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952515461727193,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957037575935063,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973324619625744,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997813696531873,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998048762153638,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987852293017664,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994597642339373,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.54.mlp": [
+            {
+                "accuracy": 0.9473939851710671,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9491713141140184,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9556648354781301,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9575905580269664,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9738223599760156,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9759590955157029,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9786072906694914,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9863360069299999,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9875509331100866,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9867140274298819,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988394087866733,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9932505504081124,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942240318969676,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996314041708645,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996567509284145,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970839947069946,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990110773789255,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.55.self_attn": [
+            {
+                "accuracy": 0.9761812577122136,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9780778539808173,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9801563949961412,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9841965860442111,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880074772395586,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988527785790594,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9924157826524032,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928374164982846,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937122872001246,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939939885547286,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942222696385885,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947515788831209,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951425449628579,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956243822449132,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973064935521075,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978079919360185,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980319859950166,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987872586046395,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994496267386958,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.55.mlp": [
+            {
+                "accuracy": 0.9454966093364515,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9473264280118441,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9538115827660811,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9557512684872276,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9728130980541831,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.975039403689535,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.977699361349407,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9858020198972601,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9870722552663401,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9862069597369746,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9879453009680698,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9929940449564081,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940001517534256,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961695957340693,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964391165658048,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969510520367246,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989731662759656,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.56.self_attn": [
+            {
+                "accuracy": 0.9783049853224504,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9796968729872453,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9819558325566744,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9850694490106482,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891026239646109,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893245618594321,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9920970585785414,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923772113887888,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934744681966933,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939705196179842,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947789534926414,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952830668342741,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953879690483997,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959580557126748,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973908951015849,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979728228951755,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979065827241069,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988166064416107,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994219849866471,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.56.mlp": [
+            {
+                "accuracy": 0.9443258800004658,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9461781853123715,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.952615875946848,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9545243696162575,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9721997192031459,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9744641435773749,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9770965231092352,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9855051244560041,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9867968888659227,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9858913656912351,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.987658300682118,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928295024131474,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938576656736826,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996091260721809,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963545477703998,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968567865067407,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989511907884949,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.57.self_attn": [
+            {
+                "accuracy": 0.9776860412798429,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9788317241166767,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9821416061175497,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851773271435186,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9889190369530728,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891717033950906,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9921763617741434,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9925303914045033,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936037494948036,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937828002791655,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945373170469937,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951760372833202,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995327898546269,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959450501360392,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974209819185106,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980073633946871,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979397681982893,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988782266645055,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9994423904113079,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.57.mlp": [
+            {
+                "accuracy": 0.9431670527709157,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9449801068556936,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9513571638810008,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9532410784771568,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9715540346346403,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9738937004616386,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.976494710696371,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9852241167896673,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9865477696845406,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9855634021131616,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9873834809190348,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926606479444002,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937205495018708,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960139734964621,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962624036952069,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967586662816373,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989330938183948,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.58.self_attn": [
+            {
+                "accuracy": 0.9794450323832663,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9808545630229147,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9827308435189096,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9853447707075822,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9890178269461581,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893788279671418,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991594711416646,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9920185216163334,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933907240629196,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938658934674764,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946786196608293,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995413524931983,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952730312943459,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960342155475366,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973210053224313,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979926924172201,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977604595846251,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9988164990944298,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993922956974098,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.58.mlp": [
+            {
+                "accuracy": 0.9411122673436215,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9429961693914313,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9494045847340634,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9513118423913655,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9704810820127788,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.972931328572725,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9755360954686215,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9846336041626177,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860151786553232,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.985009242045252,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.986912644223163,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923781689844633,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934849664568901,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958534797555522,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961165272091564,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966120225818533,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998886676701276,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.59.self_attn": [
+            {
+                "accuracy": 0.9733547474208631,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9756089841064653,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9781450393952822,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9819944218585366,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9866094338266473,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9869056524414765,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904317024507021,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9907262364500448,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9916526502684543,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9922608858660648,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933531347074007,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940282431872267,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942784905433655,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949361011385918,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968427988259416,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974597184673736,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997446570545435,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984906986355782,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993057830357238,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.59.mlp": [
+            {
+                "accuracy": 0.9382666474894473,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9403058290481567,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9468079240698564,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9488092347195274,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9689601534291318,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9715557945402045,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9742402559832523,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9836724259351429,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851118498726895,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9841158217505405,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9861153191641757,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9918814230906335,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930609260734758,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955559329766976,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958486537400045,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996353778792055,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998798594074814,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.60.self_attn": [
+            {
+                "accuracy": 0.9718748362440812,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9737037200676767,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.976927681973106,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9814955137277904,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9854896570506849,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860249051922246,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893390716690766,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899402723500603,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9911431529020008,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9917308060746444,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927786416129062,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936653955986625,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936820958790026,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945627148998412,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964568418891806,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997243666531224,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971205292171553,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983716117904374,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.999199887198445,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.60.mlp": [
+            {
+                "accuracy": 0.9308156967163086,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9329895847722104,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9402454526800859,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9426103516628868,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9640475448809172,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9675058722496033,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9706274176898756,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9799010000730816,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9822786826836435,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9817094159753699,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9840880444175318,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9907589162650862,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9920341576400556,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994861226332815,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952834311284517,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958930258688173,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985720664262772,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.61.self_attn": [
+            {
+                "accuracy": 0.9683930183711805,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9708238055831507,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9738717612467314,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9786144495010376,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9841881237531963,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9845463915875083,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9885029988853555,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888397533642618,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896090611031181,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905125467400802,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9920850937303743,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928656502773887,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9931073165253589,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938963424218329,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960936962773925,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968954332565007,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968579750704137,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980998405892598,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991508878179287,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.61.mlp": [
+            {
+                "accuracy": 0.9303562829368993,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9326559681641429,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9398040708742643,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9422385127920854,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9648090538225675,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9678925369915209,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9710506796836853,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9813038220531062,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9830390701168462,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9820444897601479,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9844120803632235,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9908326268196106,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992214380910522,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994890323202861,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953410621536406,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959726874765596,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986038881501085,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.62.self_attn": [
+            {
+                "accuracy": 0.9662864051367107,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9687972068786621,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9722843232907747,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9775948163710142,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9836428416402716,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9840149801028403,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9883495694712588,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887882973018446,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989861144831306,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905127130056682,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9918300580037268,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923840016126633,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927848985320643,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934434467240384,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959851785709983,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967471765060174,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968819884877456,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980132999388796,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991492609444418,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.62.mlp": [
+            {
+                "accuracy": 0.9007886271727712,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9032761297727886,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9074171154122603,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9088015054401598,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9597709429891486,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9667161389401084,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9694472927796213,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9742140754273063,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9795706225068945,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9802176136719553,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9839525097294858,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9895185436073103,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9916960667622717,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926783677778745,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952221399075106,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958374806140599,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981223289903841,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.63.self_attn": [
+            {
+                "accuracy": 0.9828715418514452,
+                "total_bits": 133692416,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9837556073540136,
+                "total_bits": 137624576,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9854422839064347,
+                "total_bits": 141915264,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888509966825184,
+                "total_bits": 167308544,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9917363932258204,
+                "total_bits": 197778944,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9918548903967205,
+                "total_bits": 197944704,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941586307004878,
+                "total_bits": 254402048,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942981510570175,
+                "total_bits": 254567808,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947637288193953,
+                "total_bits": 256707328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951889358068767,
+                "total_bits": 260323328,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995850034058094,
+                "total_bits": 260859264,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961489164515546,
+                "total_bits": 262998784,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962263036715356,
+                "total_bits": 267385856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965699487610867,
+                "total_bits": 271333376,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979036358234129,
+                "total_bits": 328326656,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982427003744402,
+                "total_bits": 334247936,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984429055138638,
+                "total_bits": 380231168,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989373028082283,
+                "total_bits": 396638208,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9995273139915968,
+                "total_bits": 506060288,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.63.mlp": [
+            {
+                "accuracy": 0.9288579790215743,
+                "total_bits": 949080864,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9312851178018671,
+                "total_bits": 984470304,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9369306564331055,
+                "total_bits": 1098596352,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9392979270533511,
+                "total_bits": 1232945152,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9643322668577495,
+                "total_bits": 1389202864,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9675865236081576,
+                "total_bits": 1428217344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9701104195494401,
+                "total_bits": 1535687344,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9804450947987405,
+                "total_bits": 1755980848,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9822975506908015,
+                "total_bits": 1781882368,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816448076775199,
+                "total_bits": 1806667184,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9841278477718955,
+                "total_bits": 1845681664,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904740586092597,
+                "total_bits": 2224131504,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9919191473408749,
+                "total_bits": 2263145984,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943510258668348,
+                "total_bits": 2577632688,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950674266407364,
+                "total_bits": 2662414208,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995653446567686,
+                "total_bits": 2902275968,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980512220216425,
+                "total_bits": 3411883904,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.norm.norm": null,
+        "lm_head.linear": null
+    },
+    "last_module_idx": 130
+}
\ No newline at end of file