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Model: EmbeddedLLM/Mistral-7B-Merge-14-v0.5 Source: Original Platform
2026-08-22 21:35:25 +08:00
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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
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--- a/README.md
+++ b/README.md
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+---
+license: cc-by-nc-4.0
+language:
+- en
+tags:
+- merge
+base_model:
+- EmbeddedLLM/Mistral-7B-Merge-14-v0.3
+- Weyaxi/OpenHermes-2.5-neural-chat-v3-3-openchat-3.5-1210-Slerp
+- openchat/openchat-3.5-0106
+- mlabonne/NeuralMarcoro14-7B
+---
+
+# Update 2024-01-21
+
+Due to [mlabonne/NeuralMarcoro14-7B](https://huggingface.co/mlabonne/NeuralMarcoro14-7B) updating its license to CC-BY-NC, our license will follow suit.
+
+# Model Description
+
+This is an experiment to test merging 14 models using DARE TIES 🦙
+
+1. We first merge 14 models to produce [EmbeddedLLM/Mistral-7B-Merge-14-v0.3](https://huggingface.co/EmbeddedLLM/Mistral-7B-Merge-14-v0.3).
+2. The model is merged again using DARE TIES with:
+   - [Weyaxi/OpenHermes-2.5-neural-chat-v3-3-openchat-3.5-1210-Slerp](https://huggingface.co/Weyaxi/OpenHermes-2.5-neural-chat-v3-3-openchat-3.5-1210-Slerp)
+   - [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106)
+   - [mlabonne/NeuralMarcoro14-7B](https://huggingface.co/mlabonne/NeuralMarcoro14-7B)
+
+## Open LLM Leaderboard
+
+| Average    | 71.96 |
+|------------|-------|
+| ARC        | 68.69 |
+| HellaSwag  | 86.45 |
+| MMLU       | 65.65 |
+| TruthfulQA | 59.12 |
+| Winogrande | 80.66 |
+| GSM8K      | 71.19  |
+
+## Chat Template
+
+Either ChatML or Llama-2 chat template.
+
+## Merge Configuration
+
+The merge config file for this model is here:
+
+```yaml
+models:
+  - model: mistralai/Mistral-7B-v0.1
+    # no parameters necessary for base model
+  - model: EmbeddedLLM/Mistral-7B-Merge-14-v0.3
+    parameters:
+      weight: 0.3
+      density: 0.5
+  - model: Weyaxi/OpenHermes-2.5-neural-chat-v3-3-openchat-3.5-1210-Slerp
+    parameters:
+      weight: 0.2
+      density: 0.5
+  - model: openchat/openchat-3.5-0106
+    parameters:
+      weight: 0.2
+      density: 0.5
+  - model: mlabonne/NeuralMarcoro14-7B
+    parameters:
+      weight: 0.3
+      density: 0.5
+merge_method: dare_ties
+base_model: mistralai/Mistral-7B-v0.1
+
+parameters:
+  int8_mask: true
+tokenizer_source: union
+dtype: bfloat16
+```
--- a/added_tokens.json
+++ b/added_tokens.json
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+{
+  "<|end_of_turn|>": 32000,
+  "<|pad_0|>": 32001
+}
--- a/config.json
+++ b/config.json
@@ -0,0 +1,26 @@
+{
+  "_name_or_path": "/media/data5/hf_models/Mistral-7B-v0.1",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "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": "4.36.1",
+  "use_cache": true,
+  "vocab_size": 32002
+}
--- a/merge.yml
+++ b/merge.yml
@@ -0,0 +1,26 @@
+models:
+  - model: /media/data5/hf_models/Mistral-7B-v0.1
+    # no parameters necessary for base model
+  - model: /media/data5/hf_models/Mistral-7B-Merge-14-v0.3
+    parameters:
+      weight: 0.3
+      density: 0.5
+  - model: /media/data5/hf_models/OpenHermes-2.5-neural-chat-v3-3-openchat-3.5-1210-Slerp
+    parameters:
+      weight: 0.2
+      density: 0.5
+  - model: /media/data5/hf_models/openchat-3.5-0106
+    parameters:
+      weight: 0.2
+      density: 0.5
+  - model: /media/data5/hf_models/NeuralMarcoro14-7B
+    parameters:
+      weight: 0.3
+      density: 0.5
+merge_method: dare_ties
+base_model: /media/data5/hf_models/Mistral-7B-v0.1
+
+parameters:
+  int8_mask: true
+tokenizer_source: union
+dtype: bfloat16
--- a/model-00001-of-00002.safetensors
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--- a/model.safetensors.index.json
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--- a/special_tokens_map.json
+++ b/special_tokens_map.json
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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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--- a/tokenizer.json
+++ b/tokenizer.json
--- a/tokenizer.model
+++ b/tokenizer.model
--- a/tokenizer_config.json
+++ b/tokenizer_config.json
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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "added_tokens_decoder": {
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+      "single_word": false,
+      "special": true
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+      "rstrip": false,
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+      "content": "<|end_of_turn|>",
+      "lstrip": false,
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+  "sp_model_kwargs": {},
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+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}