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README.md

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+---
+base_model:
+- Nexusflow/Starling-LM-7B-beta
+- openchat/openchat-3.5-1210
+- openchat/openchat-3.5-0106
+- mistral-community/Mistral-7B-v0.2
+- berkeley-nest/Starling-LM-7B-alpha
+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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [mistral-community/Mistral-7B-v0.2](https://huggingface.co/mistral-community/Mistral-7B-v0.2) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [Nexusflow/Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta)
+* [openchat/openchat-3.5-1210](https://huggingface.co/openchat/openchat-3.5-1210)
+* [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106)
+* [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+    - model: Nexusflow/Starling-LM-7B-beta
+    - model: openchat/openchat-3.5-0106
+    - model: openchat/openchat-3.5-1210
+    - model: berkeley-nest/Starling-LM-7B-alpha
+merge_method: model_stock
+base_model: mistral-community/Mistral-7B-v0.2
+dtype: bfloat16
+```

config.json

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+{
+  "_name_or_path": "mistral-community/Mistral-7B-v0.2",
+  "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": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.39.3",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+models:
+    - model: Nexusflow/Starling-LM-7B-beta
+    - model: openchat/openchat-3.5-0106
+    - model: openchat/openchat-3.5-1210
+    - model: berkeley-nest/Starling-LM-7B-alpha
+merge_method: model_stock
+base_model: mistral-community/Mistral-7B-v0.2
+dtype: bfloat16

model-00001-of-00002.safetensors

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model.safetensors.index.json

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