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README.md

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+---
+base_model:
+- cognitivecomputations/dolphin-2.2.1-mistral-7b
+- mistralai/Mistral-7B-Instruct-v0.3
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# metal
+
+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 [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [cognitivecomputations/dolphin-2.2.1-mistral-7b](https://huggingface.co/cognitivecomputations/dolphin-2.2.1-mistral-7b)
+* [mistralai/Mistral-7B-Instruct-v0.3](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+
+slices:
+- sources:
+  - model: mistralai/Mistral-7B-Instruct-v0.3
+    layer_range:
+    - 0
+    - 32
+  - model: cognitivecomputations/dolphin-2.2.1-mistral-7b
+    layer_range:
+    - 0
+    - 32
+merge_method: slerp
+base_model: mistralai/Mistral-7B-Instruct-v0.3
+parameters:
+  t:
+  - filter: self_attn
+    value:
+    - 0
+    - 0.5
+    - 0.3
+    - 0.7
+    - 1
+  - filter: mlp
+    value:
+    - 1
+    - 0.5
+    - 0.7
+    - 0.3
+    - 0
+  - value: 0.5
+dtype: bfloat16
+
+```

config.json

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+{
+  "_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "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": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.47.0",
+  "use_cache": true,
+  "vocab_size": 32768
+}

mergekit_config.yml

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+
+slices:
+- sources:
+  - model: mistralai/Mistral-7B-Instruct-v0.3
+    layer_range:
+    - 0
+    - 32
+  - model: cognitivecomputations/dolphin-2.2.1-mistral-7b
+    layer_range:
+    - 0
+    - 32
+merge_method: slerp
+base_model: mistralai/Mistral-7B-Instruct-v0.3
+parameters:
+  t:
+  - filter: self_attn
+    value:
+    - 0
+    - 0.5
+    - 0.3
+    - 0.7
+    - 1
+  - filter: mlp
+    value:
+    - 1
+    - 0.5
+    - 0.7
+    - 0.3
+    - 0
+  - value: 0.5
+dtype: bfloat16

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special_tokens_map.json

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