diff --git a/.DS_Store b/.DS_Store
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index bc084ff3d426f15ee24e9057bf3f56ec6eddc8de..0000000000000000000000000000000000000000
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index f115c0cfd9c4c1402d85cf0b05189f09c24a3757..a6344aac8c09253b3b630fb776ae94478aa0275b 100644
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-2,6_mixed/special_tokens_map.json b/DeepSeek-R1-Distill-Qwen-7B-2,6_mixed/special_tokens_map.json
deleted file mode 100644
index 1d385d62cf08bca35254547902b792c243656ec1..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-2,6_mixed/special_tokens_map.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "bos_token": {
-    "content": "<｜begin▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "eos_token": {
-    "content": "<｜end▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "pad_token": {
-    "content": "<｜end▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  }
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-2,6_mixed/tokenizer.json b/DeepSeek-R1-Distill-Qwen-7B-2,6_mixed/tokenizer.json
deleted file mode 100644
index 1a2db243e47cbc113f6b2ddcc388aeeb8fe1a94c..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-2,6_mixed/tokenizer.json
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e20ddafc659ba90242154b55275402edeca0715e5dbb30f56815a4ce081f4893
-size 11422778
diff --git a/DeepSeek-R1-Distill-Qwen-7B-2,6_mixed/tokenizer_config.json b/DeepSeek-R1-Distill-Qwen-7B-2,6_mixed/tokenizer_config.json
deleted file mode 100644
index ef6e98c3e0446cad00c5e6fb6bf2f5bbaf2eb0bd..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-2,6_mixed/tokenizer_config.json
+++ /dev/null
@@ -1,195 +0,0 @@
-{
-  "add_bos_token": true,
-  "add_eos_token": false,
-  "add_prefix_space": null,
-  "added_tokens_decoder": {
-    "151643": {
-      "content": "<｜end▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151644": {
-      "content": "<｜User｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151645": {
-      "content": "<｜Assistant｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151646": {
-      "content": "<｜begin▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151647": {
-      "content": "<|EOT|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151648": {
-      "content": "<think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151649": {
-      "content": "</think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151650": {
-      "content": "<|quad_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151651": {
-      "content": "<|quad_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151652": {
-      "content": "<|vision_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151653": {
-      "content": "<|vision_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151654": {
-      "content": "<|vision_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151655": {
-      "content": "<|image_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151656": {
-      "content": "<|video_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151657": {
-      "content": "<tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151658": {
-      "content": "</tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151659": {
-      "content": "<|fim_prefix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151660": {
-      "content": "<|fim_middle|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151661": {
-      "content": "<|fim_suffix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151662": {
-      "content": "<|fim_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151663": {
-      "content": "<|repo_name|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151664": {
-      "content": "<|file_sep|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    }
-  },
-  "bos_token": "<｜begin▁of▁sentence｜>",
-  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
-  "clean_up_tokenization_spaces": false,
-  "eos_token": "<｜end▁of▁sentence｜>",
-  "extra_special_tokens": {},
-  "legacy": true,
-  "model_max_length": 16384,
-  "pad_token": "<｜end▁of▁sentence｜>",
-  "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizerFast",
-  "unk_token": null,
-  "use_default_system_prompt": false
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/config.json b/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/config.json
deleted file mode 100644
index 4cbd4447fd2328974bcabd8396d4f022e048077d..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/config.json
+++ /dev/null
@@ -1,1790 +0,0 @@
-{
-    "architectures": [
-        "Qwen2ForCausalLM"
-    ],
-    "attention_dropout": 0.0,
-    "bos_token_id": 151643,
-    "eos_token_id": 151643,
-    "hidden_act": "silu",
-    "hidden_size": 3584,
-    "initializer_range": 0.02,
-    "intermediate_size": 18944,
-    "max_position_embeddings": 131072,
-    "max_window_layers": 28,
-    "model_type": "qwen2",
-    "num_attention_heads": 28,
-    "num_hidden_layers": 28,
-    "num_key_value_heads": 4,
-    "quantization": {
-        "group_size": 64,
-        "bits": null,
-        "model.embed_tokens": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.0.self_attn.q_proj": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.0.self_attn.k_proj": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.0.self_attn.v_proj": {
-            "group_size": 64,
-            "bits": 4
-        },
-        "model.layers.0.self_attn.o_proj": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.0.self_attn.rope": false,
-        "model.layers.0.mlp.gate_proj": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.0.mlp.down_proj": {
-            "group_size": 64,
-            "bits": 4
-        },
-        "model.layers.0.mlp.up_proj": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.0.input_layernorm": false,
-        "model.layers.0.post_attention_layernorm": false,
-        "model.layers.1.self_attn.q_proj": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.1.self_attn.k_proj": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.1.self_attn.v_proj": {
-            "group_size": 64,
-            "bits": 4
-        },
-        "model.layers.1.self_attn.o_proj": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.1.self_attn.rope": false,
-        "model.layers.1.mlp.gate_proj": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.1.mlp.down_proj": {
-            "group_size": 64,
-            "bits": 4
-        },
-        "model.layers.1.mlp.up_proj": {
-            "group_size": 64,
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/special_tokens_map.json b/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/special_tokens_map.json
deleted file mode 100644
index 1d385d62cf08bca35254547902b792c243656ec1..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/special_tokens_map.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "bos_token": {
-    "content": "<｜begin▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "eos_token": {
-    "content": "<｜end▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "pad_token": {
-    "content": "<｜end▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  }
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/tokenizer.json b/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/tokenizer.json
deleted file mode 100644
index 1a2db243e47cbc113f6b2ddcc388aeeb8fe1a94c..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/tokenizer.json
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e20ddafc659ba90242154b55275402edeca0715e5dbb30f56815a4ce081f4893
-size 11422778
diff --git a/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/tokenizer_config.json b/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/tokenizer_config.json
deleted file mode 100644
index ef6e98c3e0446cad00c5e6fb6bf2f5bbaf2eb0bd..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3,4_mixed/tokenizer_config.json
+++ /dev/null
@@ -1,195 +0,0 @@
-{
-  "add_bos_token": true,
-  "add_eos_token": false,
-  "add_prefix_space": null,
-  "added_tokens_decoder": {
-    "151643": {
-      "content": "<｜end▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151644": {
-      "content": "<｜User｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151645": {
-      "content": "<｜Assistant｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151646": {
-      "content": "<｜begin▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151647": {
-      "content": "<|EOT|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151648": {
-      "content": "<think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151649": {
-      "content": "</think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151650": {
-      "content": "<|quad_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151651": {
-      "content": "<|quad_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151652": {
-      "content": "<|vision_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151653": {
-      "content": "<|vision_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151654": {
-      "content": "<|vision_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151655": {
-      "content": "<|image_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151656": {
-      "content": "<|video_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151657": {
-      "content": "<tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151658": {
-      "content": "</tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151659": {
-      "content": "<|fim_prefix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151660": {
-      "content": "<|fim_middle|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151661": {
-      "content": "<|fim_suffix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151662": {
-      "content": "<|fim_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151663": {
-      "content": "<|repo_name|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151664": {
-      "content": "<|file_sep|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    }
-  },
-  "bos_token": "<｜begin▁of▁sentence｜>",
-  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
-  "clean_up_tokenization_spaces": false,
-  "eos_token": "<｜end▁of▁sentence｜>",
-  "extra_special_tokens": {},
-  "legacy": true,
-  "model_max_length": 16384,
-  "pad_token": "<｜end▁of▁sentence｜>",
-  "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizerFast",
-  "unk_token": null,
-  "use_default_system_prompt": false
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/config.json b/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/config.json
deleted file mode 100644
index 4cbd4447fd2328974bcabd8396d4f022e048077d..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/config.json
+++ /dev/null
@@ -1,1790 +0,0 @@
-{
-    "architectures": [
-        "Qwen2ForCausalLM"
-    ],
-    "attention_dropout": 0.0,
-    "bos_token_id": 151643,
-    "eos_token_id": 151643,
-    "hidden_act": "silu",
-    "hidden_size": 3584,
-    "initializer_range": 0.02,
-    "intermediate_size": 18944,
-    "max_position_embeddings": 131072,
-    "max_window_layers": 28,
-    "model_type": "qwen2",
-    "num_attention_heads": 28,
-    "num_hidden_layers": 28,
-    "num_key_value_heads": 4,
-    "quantization": {
-        "group_size": 64,
-        "bits": null,
-        "model.embed_tokens": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.0.self_attn.q_proj": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.0.self_attn.k_proj": {
-            "group_size": 64,
-            "bits": 3
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-        "model.layers.0.self_attn.v_proj": {
-            "group_size": 64,
-            "bits": 4
-        },
-        "model.layers.0.self_attn.o_proj": {
-            "group_size": 64,
-            "bits": 3
-        },
-        "model.layers.0.self_attn.rope": false,
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-            "bits": 3
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/special_tokens_map.json b/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/special_tokens_map.json
deleted file mode 100644
index 1d385d62cf08bca35254547902b792c243656ec1..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/special_tokens_map.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "bos_token": {
-    "content": "<｜begin▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "eos_token": {
-    "content": "<｜end▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "pad_token": {
-    "content": "<｜end▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  }
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/tokenizer.json b/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/tokenizer.json
deleted file mode 100644
index 1a2db243e47cbc113f6b2ddcc388aeeb8fe1a94c..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/tokenizer.json
+++ /dev/null
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-version https://git-lfs.github.com/spec/v1
-oid sha256:e20ddafc659ba90242154b55275402edeca0715e5dbb30f56815a4ce081f4893
-size 11422778
diff --git a/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/tokenizer_config.json b/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/tokenizer_config.json
deleted file mode 100644
index ef6e98c3e0446cad00c5e6fb6bf2f5bbaf2eb0bd..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3,6_mixed/tokenizer_config.json
+++ /dev/null
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-{
-  "add_bos_token": true,
-  "add_eos_token": false,
-  "add_prefix_space": null,
-  "added_tokens_decoder": {
-    "151643": {
-      "content": "<｜end▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151644": {
-      "content": "<｜User｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151645": {
-      "content": "<｜Assistant｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151646": {
-      "content": "<｜begin▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151647": {
-      "content": "<|EOT|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151648": {
-      "content": "<think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151649": {
-      "content": "</think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151650": {
-      "content": "<|quad_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151651": {
-      "content": "<|quad_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151652": {
-      "content": "<|vision_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151653": {
-      "content": "<|vision_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151654": {
-      "content": "<|vision_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151655": {
-      "content": "<|image_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151656": {
-      "content": "<|video_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151657": {
-      "content": "<tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151658": {
-      "content": "</tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151659": {
-      "content": "<|fim_prefix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151660": {
-      "content": "<|fim_middle|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151661": {
-      "content": "<|fim_suffix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151662": {
-      "content": "<|fim_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151663": {
-      "content": "<|repo_name|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
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-    "151664": {
-      "content": "<|file_sep|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    }
-  },
-  "bos_token": "<｜begin▁of▁sentence｜>",
-  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
-  "clean_up_tokenization_spaces": false,
-  "eos_token": "<｜end▁of▁sentence｜>",
-  "extra_special_tokens": {},
-  "legacy": true,
-  "model_max_length": 16384,
-  "pad_token": "<｜end▁of▁sentence｜>",
-  "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizerFast",
-  "unk_token": null,
-  "use_default_system_prompt": false
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-3bit/config.json b/DeepSeek-R1-Distill-Qwen-7B-3bit/config.json
deleted file mode 100644
index de748c9c54035d9aab819a3ad9859833067c7b10..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3bit/config.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-    "architectures": [
-        "Qwen2ForCausalLM"
-    ],
-    "attention_dropout": 0.0,
-    "bos_token_id": 151643,
-    "eos_token_id": 151643,
-    "hidden_act": "silu",
-    "hidden_size": 3584,
-    "initializer_range": 0.02,
-    "intermediate_size": 18944,
-    "max_position_embeddings": 131072,
-    "max_window_layers": 28,
-    "model_type": "qwen2",
-    "num_attention_heads": 28,
-    "num_hidden_layers": 28,
-    "num_key_value_heads": 4,
-    "quantization": {
-        "group_size": 64,
-        "bits": 3
-    },
-    "quantization_config": {
-        "group_size": 64,
-        "bits": 3
-    },
-    "rms_norm_eps": 1e-06,
-    "rope_theta": 10000,
-    "sliding_window": 4096,
-    "tie_word_embeddings": false,
-    "torch_dtype": "bfloat16",
-    "transformers_version": "4.44.0",
-    "use_cache": true,
-    "use_mrope": false,
-    "use_sliding_window": false,
-    "vocab_size": 152064
-}
\ No newline at end of file
diff --git a/DeepSeek-R1-Distill-Qwen-7B-3bit/model.safetensors b/DeepSeek-R1-Distill-Qwen-7B-3bit/model.safetensors
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--- a/DeepSeek-R1-Distill-Qwen-7B-3bit/model.safetensors
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--- a/DeepSeek-R1-Distill-Qwen-7B-3bit/model.safetensors.index.json
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-3bit/special_tokens_map.json b/DeepSeek-R1-Distill-Qwen-7B-3bit/special_tokens_map.json
deleted file mode 100644
index 1d385d62cf08bca35254547902b792c243656ec1..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3bit/special_tokens_map.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "bos_token": {
-    "content": "<｜begin▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "eos_token": {
-    "content": "<｜end▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "pad_token": {
-    "content": "<｜end▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  }
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-3bit/tokenizer.json b/DeepSeek-R1-Distill-Qwen-7B-3bit/tokenizer.json
deleted file mode 100644
index 1a2db243e47cbc113f6b2ddcc388aeeb8fe1a94c..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3bit/tokenizer.json
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e20ddafc659ba90242154b55275402edeca0715e5dbb30f56815a4ce081f4893
-size 11422778
diff --git a/DeepSeek-R1-Distill-Qwen-7B-3bit/tokenizer_config.json b/DeepSeek-R1-Distill-Qwen-7B-3bit/tokenizer_config.json
deleted file mode 100644
index ef6e98c3e0446cad00c5e6fb6bf2f5bbaf2eb0bd..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-3bit/tokenizer_config.json
+++ /dev/null
@@ -1,195 +0,0 @@
-{
-  "add_bos_token": true,
-  "add_eos_token": false,
-  "add_prefix_space": null,
-  "added_tokens_decoder": {
-    "151643": {
-      "content": "<｜end▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151644": {
-      "content": "<｜User｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151645": {
-      "content": "<｜Assistant｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151646": {
-      "content": "<｜begin▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151647": {
-      "content": "<|EOT|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151648": {
-      "content": "<think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151649": {
-      "content": "</think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151650": {
-      "content": "<|quad_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151651": {
-      "content": "<|quad_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151652": {
-      "content": "<|vision_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151653": {
-      "content": "<|vision_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151654": {
-      "content": "<|vision_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151655": {
-      "content": "<|image_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151656": {
-      "content": "<|video_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151657": {
-      "content": "<tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151658": {
-      "content": "</tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151659": {
-      "content": "<|fim_prefix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151660": {
-      "content": "<|fim_middle|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151661": {
-      "content": "<|fim_suffix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151662": {
-      "content": "<|fim_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151663": {
-      "content": "<|repo_name|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151664": {
-      "content": "<|file_sep|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    }
-  },
-  "bos_token": "<｜begin▁of▁sentence｜>",
-  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
-  "clean_up_tokenization_spaces": false,
-  "eos_token": "<｜end▁of▁sentence｜>",
-  "extra_special_tokens": {},
-  "legacy": true,
-  "model_max_length": 16384,
-  "pad_token": "<｜end▁of▁sentence｜>",
-  "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizerFast",
-  "unk_token": null,
-  "use_default_system_prompt": false
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/config.json b/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/config.json
deleted file mode 100644
index 13850417dd475589a9600221d3c4aa9cf422143c..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/config.json
+++ /dev/null
@@ -1,1790 +0,0 @@
-{
-    "architectures": [
-        "Qwen2ForCausalLM"
-    ],
-    "attention_dropout": 0.0,
-    "bos_token_id": 151643,
-    "eos_token_id": 151643,
-    "hidden_act": "silu",
-    "hidden_size": 3584,
-    "initializer_range": 0.02,
-    "intermediate_size": 18944,
-    "max_position_embeddings": 131072,
-    "max_window_layers": 28,
-    "model_type": "qwen2",
-    "num_attention_heads": 28,
-    "num_hidden_layers": 28,
-    "num_key_value_heads": 4,
-    "quantization": {
-        "group_size": 64,
-        "bits": null,
-        "model.embed_tokens": {
-            "group_size": 64,
-            "bits": 4
-        },
-        "model.layers.0.self_attn.q_proj": {
-            "group_size": 64,
-            "bits": 4
-        },
-        "model.layers.0.self_attn.k_proj": {
-            "group_size": 64,
-            "bits": 4
-        },
-        "model.layers.0.self_attn.v_proj": {
-            "group_size": 64,
-            "bits": 6
-        },
-        "model.layers.0.self_attn.o_proj": {
-            "group_size": 64,
-            "bits": 4
-        },
-        "model.layers.0.self_attn.rope": false,
-        "model.layers.0.mlp.gate_proj": {
-            "group_size": 64,
-            "bits": 4
-        },
-        "model.layers.0.mlp.down_proj": {
-            "group_size": 64,
-            "bits": 6
-        },
-        "model.layers.0.mlp.up_proj": {
-            "group_size": 64,
-            "bits": 4
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-        "model.layers.0.input_layernorm": false,
-        "model.layers.0.post_attention_layernorm": false,
-        "model.layers.1.self_attn.q_proj": {
-            "group_size": 64,
-            "bits": 4
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/special_tokens_map.json b/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/special_tokens_map.json
deleted file mode 100644
index 1d385d62cf08bca35254547902b792c243656ec1..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/special_tokens_map.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
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-  },
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-    "content": "<｜end▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
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-    "single_word": false
-  },
-  "pad_token": {
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-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
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-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/tokenizer.json b/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/tokenizer.json
deleted file mode 100644
index 1a2db243e47cbc113f6b2ddcc388aeeb8fe1a94c..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/tokenizer.json
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e20ddafc659ba90242154b55275402edeca0715e5dbb30f56815a4ce081f4893
-size 11422778
diff --git a/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/tokenizer_config.json b/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/tokenizer_config.json
deleted file mode 100644
index ef6e98c3e0446cad00c5e6fb6bf2f5bbaf2eb0bd..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4,6_mixed/tokenizer_config.json
+++ /dev/null
@@ -1,195 +0,0 @@
-{
-  "add_bos_token": true,
-  "add_eos_token": false,
-  "add_prefix_space": null,
-  "added_tokens_decoder": {
-    "151643": {
-      "content": "<｜end▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151644": {
-      "content": "<｜User｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151645": {
-      "content": "<｜Assistant｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151646": {
-      "content": "<｜begin▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151647": {
-      "content": "<|EOT|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151648": {
-      "content": "<think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151649": {
-      "content": "</think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151650": {
-      "content": "<|quad_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151651": {
-      "content": "<|quad_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151652": {
-      "content": "<|vision_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151653": {
-      "content": "<|vision_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151654": {
-      "content": "<|vision_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151655": {
-      "content": "<|image_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151656": {
-      "content": "<|video_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151657": {
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-      "normalized": false,
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-      "single_word": false,
-      "special": false
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-    "151658": {
-      "content": "</tool_call>",
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-      "normalized": false,
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-      "single_word": false,
-      "special": false
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-    "151659": {
-      "content": "<|fim_prefix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
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-    "151660": {
-      "content": "<|fim_middle|>",
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-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
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-    "151661": {
-      "content": "<|fim_suffix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151662": {
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-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151663": {
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-      "single_word": false,
-      "special": false
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-      "special": false
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-  "bos_token": "<｜begin▁of▁sentence｜>",
-  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
-  "clean_up_tokenization_spaces": false,
-  "eos_token": "<｜end▁of▁sentence｜>",
-  "extra_special_tokens": {},
-  "legacy": true,
-  "model_max_length": 16384,
-  "pad_token": "<｜end▁of▁sentence｜>",
-  "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizerFast",
-  "unk_token": null,
-  "use_default_system_prompt": false
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/config.json b/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/config.json
deleted file mode 100644
index 2b9c51e857a92f00b8d1ce038818553cd3287418..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/config.json
+++ /dev/null
@@ -1,1790 +0,0 @@
-{
-    "architectures": [
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-    "attention_dropout": 0.0,
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-    "eos_token_id": 151643,
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-    "initializer_range": 0.02,
-    "intermediate_size": 18944,
-    "max_position_embeddings": 131072,
-    "max_window_layers": 28,
-    "model_type": "qwen2",
-    "num_attention_heads": 28,
-    "num_hidden_layers": 28,
-    "num_key_value_heads": 4,
-    "quantization": {
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/special_tokens_map.json b/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/special_tokens_map.json
deleted file mode 100644
index 1d385d62cf08bca35254547902b792c243656ec1..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/special_tokens_map.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/tokenizer.json b/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/tokenizer.json
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index 1a2db243e47cbc113f6b2ddcc388aeeb8fe1a94c..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/tokenizer.json
+++ /dev/null
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/tokenizer_config.json b/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/tokenizer_config.json
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index ef6e98c3e0446cad00c5e6fb6bf2f5bbaf2eb0bd..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4,8_mixed/tokenizer_config.json
+++ /dev/null
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-      "special": false
-    }
-  },
-  "bos_token": "<｜begin▁of▁sentence｜>",
-  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
-  "clean_up_tokenization_spaces": false,
-  "eos_token": "<｜end▁of▁sentence｜>",
-  "extra_special_tokens": {},
-  "legacy": true,
-  "model_max_length": 16384,
-  "pad_token": "<｜end▁of▁sentence｜>",
-  "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizerFast",
-  "unk_token": null,
-  "use_default_system_prompt": false
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-4bit/config.json b/DeepSeek-R1-Distill-Qwen-7B-4bit/config.json
deleted file mode 100644
index 0b25263fa3437d18134775ced6605f622aa742d3..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4bit/config.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-    "architectures": [
-        "Qwen2ForCausalLM"
-    ],
-    "attention_dropout": 0.0,
-    "bos_token_id": 151643,
-    "eos_token_id": 151643,
-    "hidden_act": "silu",
-    "hidden_size": 3584,
-    "initializer_range": 0.02,
-    "intermediate_size": 18944,
-    "max_position_embeddings": 131072,
-    "max_window_layers": 28,
-    "model_type": "qwen2",
-    "num_attention_heads": 28,
-    "num_hidden_layers": 28,
-    "num_key_value_heads": 4,
-    "quantization": {
-        "group_size": 64,
-        "bits": 4
-    },
-    "quantization_config": {
-        "group_size": 64,
-        "bits": 4
-    },
-    "rms_norm_eps": 1e-06,
-    "rope_theta": 10000,
-    "sliding_window": 4096,
-    "tie_word_embeddings": false,
-    "torch_dtype": "bfloat16",
-    "transformers_version": "4.44.0",
-    "use_cache": true,
-    "use_mrope": false,
-    "use_sliding_window": false,
-    "vocab_size": 152064
-}
\ No newline at end of file
diff --git a/DeepSeek-R1-Distill-Qwen-7B-4bit/model.safetensors b/DeepSeek-R1-Distill-Qwen-7B-4bit/model.safetensors
deleted file mode 100644
index 221401d4537e5a081c11bae7bcf7e71d55d75724..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4bit/model.safetensors
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-4bit/model.safetensors.index.json b/DeepSeek-R1-Distill-Qwen-7B-4bit/model.safetensors.index.json
deleted file mode 100644
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-4bit/special_tokens_map.json b/DeepSeek-R1-Distill-Qwen-7B-4bit/special_tokens_map.json
deleted file mode 100644
index 1d385d62cf08bca35254547902b792c243656ec1..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4bit/special_tokens_map.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
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-    "single_word": false
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-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-4bit/tokenizer.json b/DeepSeek-R1-Distill-Qwen-7B-4bit/tokenizer.json
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index 1a2db243e47cbc113f6b2ddcc388aeeb8fe1a94c..0000000000000000000000000000000000000000
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index ef6e98c3e0446cad00c5e6fb6bf2f5bbaf2eb0bd..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-4bit/tokenizer_config.json
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-{
-  "add_bos_token": true,
-  "add_eos_token": false,
-  "add_prefix_space": null,
-  "added_tokens_decoder": {
-    "151643": {
-      "content": "<｜end▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151644": {
-      "content": "<｜User｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151645": {
-      "content": "<｜Assistant｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151646": {
-      "content": "<｜begin▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151647": {
-      "content": "<|EOT|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151648": {
-      "content": "<think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151649": {
-      "content": "</think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151650": {
-      "content": "<|quad_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151651": {
-      "content": "<|quad_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151652": {
-      "content": "<|vision_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151653": {
-      "content": "<|vision_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151654": {
-      "content": "<|vision_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151655": {
-      "content": "<|image_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151656": {
-      "content": "<|video_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151657": {
-      "content": "<tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151658": {
-      "content": "</tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151659": {
-      "content": "<|fim_prefix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151660": {
-      "content": "<|fim_middle|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151661": {
-      "content": "<|fim_suffix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151662": {
-      "content": "<|fim_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151663": {
-      "content": "<|repo_name|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151664": {
-      "content": "<|file_sep|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    }
-  },
-  "bos_token": "<｜begin▁of▁sentence｜>",
-  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
-  "clean_up_tokenization_spaces": false,
-  "eos_token": "<｜end▁of▁sentence｜>",
-  "extra_special_tokens": {},
-  "legacy": true,
-  "model_max_length": 16384,
-  "pad_token": "<｜end▁of▁sentence｜>",
-  "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizerFast",
-  "unk_token": null,
-  "use_default_system_prompt": false
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-6bit/config.json b/DeepSeek-R1-Distill-Qwen-7B-6bit/config.json
deleted file mode 100644
index 5cf8efd5313e81922a1a45810d64508df4d02398..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-6bit/config.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-    "architectures": [
-        "Qwen2ForCausalLM"
-    ],
-    "attention_dropout": 0.0,
-    "bos_token_id": 151643,
-    "eos_token_id": 151643,
-    "hidden_act": "silu",
-    "hidden_size": 3584,
-    "initializer_range": 0.02,
-    "intermediate_size": 18944,
-    "max_position_embeddings": 131072,
-    "max_window_layers": 28,
-    "model_type": "qwen2",
-    "num_attention_heads": 28,
-    "num_hidden_layers": 28,
-    "num_key_value_heads": 4,
-    "quantization": {
-        "group_size": 64,
-        "bits": 6
-    },
-    "quantization_config": {
-        "group_size": 64,
-        "bits": 6
-    },
-    "rms_norm_eps": 1e-06,
-    "rope_theta": 10000,
-    "sliding_window": 4096,
-    "tie_word_embeddings": false,
-    "torch_dtype": "bfloat16",
-    "transformers_version": "4.44.0",
-    "use_cache": true,
-    "use_mrope": false,
-    "use_sliding_window": false,
-    "vocab_size": 152064
-}
\ No newline at end of file
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-6bit/special_tokens_map.json b/DeepSeek-R1-Distill-Qwen-7B-6bit/special_tokens_map.json
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index 1d385d62cf08bca35254547902b792c243656ec1..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-6bit/special_tokens_map.json
+++ /dev/null
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--- a/DeepSeek-R1-Distill-Qwen-7B-6bit/tokenizer.json
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-6bit/tokenizer_config.json b/DeepSeek-R1-Distill-Qwen-7B-6bit/tokenizer_config.json
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--- a/DeepSeek-R1-Distill-Qwen-7B-6bit/tokenizer_config.json
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-      "content": "<think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151649": {
-      "content": "</think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151650": {
-      "content": "<|quad_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151651": {
-      "content": "<|quad_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151652": {
-      "content": "<|vision_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151653": {
-      "content": "<|vision_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
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-      "single_word": false,
-      "special": true
-    },
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-      "content": "<|video_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151657": {
-      "content": "<tool_call>",
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-      "normalized": false,
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-      "single_word": false,
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-      "single_word": false,
-      "special": false
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-      "single_word": false,
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-      "special": false
-    }
-  },
-  "bos_token": "<｜begin▁of▁sentence｜>",
-  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
-  "clean_up_tokenization_spaces": false,
-  "eos_token": "<｜end▁of▁sentence｜>",
-  "extra_special_tokens": {},
-  "legacy": true,
-  "model_max_length": 16384,
-  "pad_token": "<｜end▁of▁sentence｜>",
-  "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizerFast",
-  "unk_token": null,
-  "use_default_system_prompt": false
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-8bit/config.json b/DeepSeek-R1-Distill-Qwen-7B-8bit/config.json
deleted file mode 100644
index 79fe51e92ed158b08f2a98471607656a8cfdbf8c..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-8bit/config.json
+++ /dev/null
@@ -1,36 +0,0 @@
-{
-    "architectures": [
-        "Qwen2ForCausalLM"
-    ],
-    "attention_dropout": 0.0,
-    "bos_token_id": 151643,
-    "eos_token_id": 151643,
-    "hidden_act": "silu",
-    "hidden_size": 3584,
-    "initializer_range": 0.02,
-    "intermediate_size": 18944,
-    "max_position_embeddings": 131072,
-    "max_window_layers": 28,
-    "model_type": "qwen2",
-    "num_attention_heads": 28,
-    "num_hidden_layers": 28,
-    "num_key_value_heads": 4,
-    "quantization": {
-        "group_size": 64,
-        "bits": 8
-    },
-    "quantization_config": {
-        "group_size": 64,
-        "bits": 8
-    },
-    "rms_norm_eps": 1e-06,
-    "rope_theta": 10000,
-    "sliding_window": 4096,
-    "tie_word_embeddings": false,
-    "torch_dtype": "bfloat16",
-    "transformers_version": "4.44.0",
-    "use_cache": true,
-    "use_mrope": false,
-    "use_sliding_window": false,
-    "vocab_size": 152064
-}
\ No newline at end of file
diff --git a/DeepSeek-R1-Distill-Qwen-7B-8bit/model-00001-of-00002.safetensors b/DeepSeek-R1-Distill-Qwen-7B-8bit/model-00001-of-00002.safetensors
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-8bit/special_tokens_map.json b/DeepSeek-R1-Distill-Qwen-7B-8bit/special_tokens_map.json
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index 1d385d62cf08bca35254547902b792c243656ec1..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-8bit/special_tokens_map.json
+++ /dev/null
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-{
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-8bit/tokenizer.json b/DeepSeek-R1-Distill-Qwen-7B-8bit/tokenizer.json
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index 1a2db243e47cbc113f6b2ddcc388aeeb8fe1a94c..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-8bit/tokenizer.json
+++ /dev/null
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-8bit/tokenizer_config.json b/DeepSeek-R1-Distill-Qwen-7B-8bit/tokenizer_config.json
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index ef6e98c3e0446cad00c5e6fb6bf2f5bbaf2eb0bd..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-8bit/tokenizer_config.json
+++ /dev/null
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-    "151659": {
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-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
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-    "151660": {
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-      "single_word": false,
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-      "single_word": false,
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-      "rstrip": false,
-      "single_word": false,
-      "special": false
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-      "single_word": false,
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-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    }
-  },
-  "bos_token": "<｜begin▁of▁sentence｜>",
-  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
-  "clean_up_tokenization_spaces": false,
-  "eos_token": "<｜end▁of▁sentence｜>",
-  "extra_special_tokens": {},
-  "legacy": true,
-  "model_max_length": 16384,
-  "pad_token": "<｜end▁of▁sentence｜>",
-  "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizerFast",
-  "unk_token": null,
-  "use_default_system_prompt": false
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-bfloat16/config.json b/DeepSeek-R1-Distill-Qwen-7B-bfloat16/config.json
deleted file mode 100644
index 2a8a4738498c496f7726521df7f6c9940c4dc722..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-bfloat16/config.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
-    "architectures": [
-        "Qwen2ForCausalLM"
-    ],
-    "attention_dropout": 0.0,
-    "bos_token_id": 151643,
-    "eos_token_id": 151643,
-    "hidden_act": "silu",
-    "hidden_size": 3584,
-    "initializer_range": 0.02,
-    "intermediate_size": 18944,
-    "max_position_embeddings": 131072,
-    "max_window_layers": 28,
-    "model_type": "qwen2",
-    "num_attention_heads": 28,
-    "num_hidden_layers": 28,
-    "num_key_value_heads": 4,
-    "rms_norm_eps": 1e-06,
-    "rope_theta": 10000,
-    "sliding_window": 4096,
-    "tie_word_embeddings": false,
-    "torch_dtype": "bfloat16",
-    "transformers_version": "4.44.0",
-    "use_cache": true,
-    "use_mrope": false,
-    "use_sliding_window": false,
-    "vocab_size": 152064
-}
\ No newline at end of file
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-bfloat16/special_tokens_map.json b/DeepSeek-R1-Distill-Qwen-7B-bfloat16/special_tokens_map.json
deleted file mode 100644
index 1d385d62cf08bca35254547902b792c243656ec1..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-bfloat16/special_tokens_map.json
+++ /dev/null
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-{
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diff --git a/DeepSeek-R1-Distill-Qwen-7B-bfloat16/tokenizer.json b/DeepSeek-R1-Distill-Qwen-7B-bfloat16/tokenizer.json
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index 1a2db243e47cbc113f6b2ddcc388aeeb8fe1a94c..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-bfloat16/tokenizer.json
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index ef6e98c3e0446cad00c5e6fb6bf2f5bbaf2eb0bd..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-bfloat16/tokenizer_config.json
+++ /dev/null
@@ -1,195 +0,0 @@
-{
-  "add_bos_token": true,
-  "add_eos_token": false,
-  "add_prefix_space": null,
-  "added_tokens_decoder": {
-    "151643": {
-      "content": "<｜end▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151644": {
-      "content": "<｜User｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151645": {
-      "content": "<｜Assistant｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151646": {
-      "content": "<｜begin▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151647": {
-      "content": "<|EOT|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151648": {
-      "content": "<think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151649": {
-      "content": "</think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151650": {
-      "content": "<|quad_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151651": {
-      "content": "<|quad_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151652": {
-      "content": "<|vision_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151653": {
-      "content": "<|vision_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151654": {
-      "content": "<|vision_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151655": {
-      "content": "<|image_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151656": {
-      "content": "<|video_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151657": {
-      "content": "<tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151658": {
-      "content": "</tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151659": {
-      "content": "<|fim_prefix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151660": {
-      "content": "<|fim_middle|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151661": {
-      "content": "<|fim_suffix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151662": {
-      "content": "<|fim_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151663": {
-      "content": "<|repo_name|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151664": {
-      "content": "<|file_sep|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    }
-  },
-  "bos_token": "<｜begin▁of▁sentence｜>",
-  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
-  "clean_up_tokenization_spaces": false,
-  "eos_token": "<｜end▁of▁sentence｜>",
-  "extra_special_tokens": {},
-  "legacy": true,
-  "model_max_length": 16384,
-  "pad_token": "<｜end▁of▁sentence｜>",
-  "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizerFast",
-  "unk_token": null,
-  "use_default_system_prompt": false
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-float16/config.json b/DeepSeek-R1-Distill-Qwen-7B-float16/config.json
deleted file mode 100644
index 2a8a4738498c496f7726521df7f6c9940c4dc722..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-float16/config.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
-    "architectures": [
-        "Qwen2ForCausalLM"
-    ],
-    "attention_dropout": 0.0,
-    "bos_token_id": 151643,
-    "eos_token_id": 151643,
-    "hidden_act": "silu",
-    "hidden_size": 3584,
-    "initializer_range": 0.02,
-    "intermediate_size": 18944,
-    "max_position_embeddings": 131072,
-    "max_window_layers": 28,
-    "model_type": "qwen2",
-    "num_attention_heads": 28,
-    "num_hidden_layers": 28,
-    "num_key_value_heads": 4,
-    "rms_norm_eps": 1e-06,
-    "rope_theta": 10000,
-    "sliding_window": 4096,
-    "tie_word_embeddings": false,
-    "torch_dtype": "bfloat16",
-    "transformers_version": "4.44.0",
-    "use_cache": true,
-    "use_mrope": false,
-    "use_sliding_window": false,
-    "vocab_size": 152064
-}
\ No newline at end of file
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-        "model.layers.8.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
-        "model.layers.9.input_layernorm.weight": "model-00002-of-00003.safetensors",
-        "model.layers.9.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
-        "model.layers.9.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
-        "model.layers.9.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
-        "model.layers.9.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
-        "model.layers.9.self_attn.k_proj.bias": "model-00001-of-00003.safetensors",
-        "model.layers.9.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
-        "model.layers.9.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
-        "model.layers.9.self_attn.q_proj.bias": "model-00001-of-00003.safetensors",
-        "model.layers.9.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
-        "model.layers.9.self_attn.v_proj.bias": "model-00001-of-00003.safetensors",
-        "model.layers.9.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
-        "model.norm.weight": "model-00003-of-00003.safetensors"
-    }
-}
\ No newline at end of file
diff --git a/DeepSeek-R1-Distill-Qwen-7B-float16/special_tokens_map.json b/DeepSeek-R1-Distill-Qwen-7B-float16/special_tokens_map.json
deleted file mode 100644
index 1d385d62cf08bca35254547902b792c243656ec1..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-float16/special_tokens_map.json
+++ /dev/null
@@ -1,23 +0,0 @@
-{
-  "bos_token": {
-    "content": "<｜begin▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "eos_token": {
-    "content": "<｜end▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "pad_token": {
-    "content": "<｜end▁of▁sentence｜>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  }
-}
diff --git a/DeepSeek-R1-Distill-Qwen-7B-float16/tokenizer.json b/DeepSeek-R1-Distill-Qwen-7B-float16/tokenizer.json
deleted file mode 100644
index 1a2db243e47cbc113f6b2ddcc388aeeb8fe1a94c..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-float16/tokenizer.json
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e20ddafc659ba90242154b55275402edeca0715e5dbb30f56815a4ce081f4893
-size 11422778
diff --git a/DeepSeek-R1-Distill-Qwen-7B-float16/tokenizer_config.json b/DeepSeek-R1-Distill-Qwen-7B-float16/tokenizer_config.json
deleted file mode 100644
index ef6e98c3e0446cad00c5e6fb6bf2f5bbaf2eb0bd..0000000000000000000000000000000000000000
--- a/DeepSeek-R1-Distill-Qwen-7B-float16/tokenizer_config.json
+++ /dev/null
@@ -1,195 +0,0 @@
-{
-  "add_bos_token": true,
-  "add_eos_token": false,
-  "add_prefix_space": null,
-  "added_tokens_decoder": {
-    "151643": {
-      "content": "<｜end▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151644": {
-      "content": "<｜User｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151645": {
-      "content": "<｜Assistant｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151646": {
-      "content": "<｜begin▁of▁sentence｜>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151647": {
-      "content": "<|EOT|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151648": {
-      "content": "<think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151649": {
-      "content": "</think>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151650": {
-      "content": "<|quad_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151651": {
-      "content": "<|quad_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151652": {
-      "content": "<|vision_start|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151653": {
-      "content": "<|vision_end|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151654": {
-      "content": "<|vision_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151655": {
-      "content": "<|image_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151656": {
-      "content": "<|video_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "151657": {
-      "content": "<tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151658": {
-      "content": "</tool_call>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151659": {
-      "content": "<|fim_prefix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151660": {
-      "content": "<|fim_middle|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151661": {
-      "content": "<|fim_suffix|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151662": {
-      "content": "<|fim_pad|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151663": {
-      "content": "<|repo_name|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    },
-    "151664": {
-      "content": "<|file_sep|>",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": false
-    }
-  },
-  "bos_token": "<｜begin▁of▁sentence｜>",
-  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
-  "clean_up_tokenization_spaces": false,
-  "eos_token": "<｜end▁of▁sentence｜>",
-  "extra_special_tokens": {},
-  "legacy": true,
-  "model_max_length": 16384,
-  "pad_token": "<｜end▁of▁sentence｜>",
-  "sp_model_kwargs": {},
-  "tokenizer_class": "LlamaTokenizerFast",
-  "unk_token": null,
-  "use_default_system_prompt": false
-}
diff --git a/LICENSE b/LICENSE
deleted file mode 100644
index d42fae903e9fa07f3e8edb0db00a8d905ba49560..0000000000000000000000000000000000000000
--- a/LICENSE
+++ /dev/null
@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2023 DeepSeek
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
\ No newline at end of file
diff --git a/README.md b/README.md
deleted file mode 100644
index d58bb142554a167c16cc0eb8b2b0243813202f48..0000000000000000000000000000000000000000
--- a/README.md
+++ /dev/null
@@ -1,68 +0,0 @@
----
-quantized_by: sealad886
-license_link: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B/blob/main/LICENSE
-language:
-- en
-pipeline_tag: text-generation
-base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
-tags:
-- chat
-- mlx
-- conversations
----
-
-# mlx-community/DeepSeek-R1-Distill-Qwen-7B
-
-This Model [mlx-community/DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/mlx-community/DeepSeek-R1-Distill-Qwen-7B) contains multiple quantized variants of the base model [deepseek-ai/DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B). The model was converted to MLX format using mlx-lm version 0.21.5.
-
-The conversion process applied different quantization strategies to produce variants that offer trade-offs between memory footprint, inference speed, and accuracy. In addition to the default 4-bit conversion, you will find both uniform and mixed quantized files at various bit widths (2-bit, 3-bit, 6-bit, and 8-bit). This multi-quantized approach allows users to select the best variant for their deployment scenario, balancing precision and performance.
-
-## Quantization Configurations
-
-The model conversion uses a range of quantization configurations defined via `mlx_lm.convert`. These configurations fall into three main categories:
-
-1. **Uniform Quantization:**
-   Applies the same bit width to all layers.
-   - **3bit:** Uniform 3-bit quantization.
-   - **4bit:** Uniform 4-bit quantization (default).
-   - **6bit:** Uniform 6-bit quantization.
-   - **8bit:** Uniform 8-bit quantization.
-
-2. **Mixed Quantization:**
-   Uses a custom predicate function to decide the bit width for each layer—allowing different layers to use different precisions.
-   - **2,6_mixed:** Uses the `mixed_2_6` predicate to choose between 2-bit and 6-bit quantization.
-   - **3,6_mixed:** Uses the `mixed_3_6` predicate to choose between 3-bit and 6-bit quantization.
-   - **3,4_mixed:** Built via `mixed_quant_predicate_builder(3, 4, group_size)`, it mixes 3-bit and 4-bit precision.
-   - **4,6_mixed:** Built via `mixed_quant_predicate_builder(4, 6, group_size)`, it mixes 4-bit and 6-bit precision.
-   - **4,8_mixed:** Built via `mixed_quant_predicate_builder(4, 8, group_size)`, it mixes 4-bit and 8-bit precision.
-
-   Where `group_size = 64` (which is default for other quantization methods).
-
-3. **Non-Quantized Conversions:**
-   Converts the model to a different floating point precision without quantizing weights.
-   - **bfloat16:** Model converted to bfloat16 precision.
-   - **float16:** Model converted to float16 precision.
-
-## Use with mlx
-
-Install the MLX library:
-```bash
-pip install mlx-lm
-```
-
-Load the model and generate text:
-```python
-from mlx_lm import load, generate
-
-model, tokenizer = load("mlx-community/DeepSeek-R1-Distill-Qwen-7B-MLX")
-
-prompt = "hello"
-
-if tokenizer.chat_template is not None:
-    messages = [{"role": "user", "content": prompt}]
-    prompt = tokenizer.apply_chat_template(messages, add_generation_prompt=True)
-
-response = generate(model, tokenizer, prompt=prompt, verbose=True)
-```
-
-Each configuration is optimized to meet specific requirements, enabling a forward-thinking approach in model deployment where resource constraints and performance targets are key considerations.
\ No newline at end of file