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--- |
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base_model: |
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- Intel/neural-chat-7b-v3-1 |
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- mlabonne/AlphaMonarch-7B |
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- HuggingFaceH4/zephyr-7b-beta |
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- mlabonne/NeuralBeagle14-7B |
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library_name: transformers |
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tags: |
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- mergekit |
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- merge |
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license: apache-2.0 |
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--- |
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# merge |
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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## Merge Details |
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### Merge Method |
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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. |
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### Models Merged |
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The following models were included in the merge: |
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* [Intel/neural-chat-7b-v3-1](https://huggingface.co/Intel/neural-chat-7b-v3-1) |
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* [mlabonne/AlphaMonarch-7B](https://huggingface.co/mlabonne/AlphaMonarch-7B) |
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* [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta) |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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```yaml |
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base_model: mlabonne/NeuralBeagle14-7B |
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dtype: bfloat16 |
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merge_method: dare_ties |
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models: |
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- model: mlabonne/NeuralBeagle14-7B |
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- model: mlabonne/AlphaMonarch-7B |
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parameters: |
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density: '0.53' |
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weight: '0.4' |
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- model: Intel/neural-chat-7b-v3-1 |
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parameters: |
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density: '0.53' |
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weight: '0.3' |
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- model: HuggingFaceH4/zephyr-7b-beta |
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parameters: |
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density: '0.53' |
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weight: '0.3' |
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parameters: |
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int8_mask: true |
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``` |
