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README.md

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+---
+base_model:
+- Intel/neural-chat-7b-v3-1
+- mlabonne/AlphaMonarch-7B
+- HuggingFaceH4/zephyr-7b-beta
+- mlabonne/NeuralBeagle14-7B
+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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [Intel/neural-chat-7b-v3-1](https://huggingface.co/Intel/neural-chat-7b-v3-1)
+* [mlabonne/AlphaMonarch-7B](https://huggingface.co/mlabonne/AlphaMonarch-7B)
+* [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: mlabonne/NeuralBeagle14-7B
+dtype: bfloat16
+merge_method: dare_ties
+models:
+- model: mlabonne/NeuralBeagle14-7B
+- model: mlabonne/AlphaMonarch-7B
+  parameters:
+    density: '0.53'
+    weight: '0.4'
+- model: Intel/neural-chat-7b-v3-1
+  parameters:
+    density: '0.53'
+    weight: '0.3'
+- model: HuggingFaceH4/zephyr-7b-beta
+  parameters:
+    density: '0.53'
+    weight: '0.3'
+parameters:
+  int8_mask: true
+
+```

config.json

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+{
+  "_name_or_path": "mlabonne/NeuralBeagle14-7B",
+  "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": "4.38.2",
+  "use_cache": false,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+base_model: mlabonne/NeuralBeagle14-7B
+dtype: bfloat16
+merge_method: dare_ties
+models:
+- model: mlabonne/NeuralBeagle14-7B
+- model: mlabonne/AlphaMonarch-7B
+  parameters:
+    density: '0.53'
+    weight: '0.4'
+- model: Intel/neural-chat-7b-v3-1
+  parameters:
+    density: '0.53'
+    weight: '0.3'
+- model: HuggingFaceH4/zephyr-7b-beta
+  parameters:
+    density: '0.53'
+    weight: '0.3'
+parameters:
+  int8_mask: true

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