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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,43 @@
+---
+base_model:
+- THUDM/LongReward-glm4-9b-DPO
+- allura-org/GLM4-9B-Neon-v2
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# merge
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [SCE](https://arxiv.org/abs/2408.07990) merge method using [allura-org/GLM4-9B-Neon-v2](https://huggingface.co/allura-org/GLM4-9B-Neon-v2) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [THUDM/LongReward-glm4-9b-DPO](https://huggingface.co/THUDM/LongReward-glm4-9b-DPO)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: allura-org/GLM4-9B-Neon-v2
+  - model: THUDM/LongReward-glm4-9b-DPO
+    parameters:
+      weight: [0.496, 0.166, 0.166, 0.496, 0.496, 0.166, 0.166, 0.496]
+base_model: allura-org/GLM4-9B-Neon-v2
+merge_method: sce
+parameters:
+  select_topk: 0.06
+  lambda: 0.66
+tokenizer_source: base
+dtype: float32
+out_dtype: bfloat16
+```

chat_template.jinja

@@ -0,0 +1,41 @@
+[gMASK]<sop>
+{%- if tools -%}
+<|system|>
+# 可用工具
+{% for tool in tools %}
+    {%- set function = tool.function if tool.get("function") else tool %}
+
+## {{ function.name }}
+
+{{ function | tojson(indent=4, ensure_ascii=False) }}
+在调用上述函数时，请使用 Json 格式表示调用的参数。
+{%- endfor %}
+{%- endif -%}
+
+{%- for msg in messages %}
+    {%- if msg.role == 'system' %}
+<|system|>
+{{ msg.content }}
+    {%- endif %}
+{%- endfor %}
+
+{%- for message in messages if message.role != 'system' %}
+    {%- set role = message['role'] %}
+    {%- set content = message['content'] %}
+    {%- set meta = message.get("metadata", "") %}
+
+    {%- if role == 'user' %}
+<|user|>
+{{ content }}
+    {%- elif role == 'assistant' and not meta %}
+<|assistant|>
+{{ content }}
+    {%- elif role == 'assistant' and meta %}
+<|assistant|>{{ meta }}
+{{ content }}
+    {%- elif role == 'observation' %}
+<|observation|>
+{{ content }}
+    {%- endif %}
+{%- endfor %}
+{% if add_generation_prompt %}<|assistant|>{% endif %}

config.json

@@ -0,0 +1,27 @@
+{
+  "architectures": [
+    "Glm4ForCausalLM"
+  ],
+  "attention_bias": true,
+  "attention_dropout": 0.0,
+  "eos_token_id": 151336,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 13696,
+  "max_position_embeddings": 32768,
+  "model_type": "glm4",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 2,
+  "pad_token_id": 151329,
+  "partial_rotary_factor": 0.5,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.52.4",
+  "use_cache": true,
+  "vocab_size": 151343
+}

mergekit_config.yml

@@ -0,0 +1,13 @@
+models:
+  - model: allura-org/GLM4-9B-Neon-v2
+  - model: THUDM/LongReward-glm4-9b-DPO
+    parameters:
+      weight: [0.496, 0.166, 0.166, 0.496, 0.496, 0.166, 0.166, 0.496]
+base_model: allura-org/GLM4-9B-Neon-v2
+merge_method: sce
+parameters:
+  select_topk: 0.06
+  lambda: 0.66
+tokenizer_source: base
+dtype: float32
+out_dtype: bfloat16

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model.safetensors.index.json

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