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README.md

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+---
+base_model: []
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# FuseChat-7B-Ties-VaRM-comb1-top0.1
+
+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 ties_varm merge method using /data/wanfq/fusechat/models/openchat_3.5 as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Mixtral
+* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-NHSolar
+* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Qwen
+* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-internlm
+* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Starling
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: /data/wanfq/fusechat/models/openchat_3.5
+    # no parameters necessary for base model
+  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-internlm
+    parameters:
+      density: 0.1 # density gradient
+      weight: 0.2
+  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Qwen
+    parameters:
+      density: 0.5
+      weight: 0.2 # weight gradient
+  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Mixtral
+    parameters:
+      density: 0.5
+      weight: 0.2 # weight gradient
+  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Starling
+    parameters:
+      density: 0.5
+      weight: 0.2 # weight gradient
+  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-NHSolar
+    parameters:
+      density: 0.5
+      weight: 0.2 # weight gradient
+merge_method: ties_varm
+base_model: /data/wanfq/fusechat/models/openchat_3.5
+parameters:
+  normalize: true
+dtype: bfloat16
+
+```

added_tokens.json

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+{
+  "<|end_of_turn|>": 32000,
+  "<|pad_0|>": 32001
+}

config.json

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+{
+  "_name_or_path": "/data/wanfq/fusechat/models/openchat_3.5",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 32000,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 8192,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.38.2",
+  "use_cache": true,
+  "vocab_size": 32002
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 32000,
+  "transformers_version": "4.39.1",
+  "use_cache": false
+}

mergekit_config.yml

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+models:
+  - model: /data/wanfq/fusechat/models/openchat_3.5
+    # no parameters necessary for base model
+  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-internlm
+    parameters:
+      density: 0.1 # density gradient
+      weight: 0.2
+  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Qwen
+    parameters:
+      density: 0.5
+      weight: 0.2 # weight gradient
+  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Mixtral
+    parameters:
+      density: 0.5
+      weight: 0.2 # weight gradient
+  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Starling
+    parameters:
+      density: 0.5
+      weight: 0.2 # weight gradient
+  - model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-NHSolar
+    parameters:
+      density: 0.5
+      weight: 0.2 # weight gradient
+merge_method: ties_varm
+base_model: /data/wanfq/fusechat/models/openchat_3.5
+parameters:
+  normalize: true
+dtype: bfloat16

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model.safetensors.index.json

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