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--- |
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base_model: |
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- mistralai/Mistral-7B-v0.1 |
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- BioMistral/BioMistral-7B |
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- HuggingFaceH4/zephyr-7b-beta |
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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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--- |
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# BioMistral-merged-zephyr |
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) 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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* [BioMistral/BioMistral-7B](https://huggingface.co/BioMistral/BioMistral-7B) |
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* [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta) |
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## 🏆 Evaluation |
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|Pubmedqa|Medmcqa|USMLE|arc_challenge|Hellaswag| |
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|---|---|---|---|---| |
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|76.8|47.21|47.62|55.89|63.43| |
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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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models: |
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- model: mistralai/Mistral-7B-v0.1 |
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- model: HuggingFaceH4/zephyr-7b-beta |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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- model: BioMistral/BioMistral-7B |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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merge_method: ties |
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base_model: mistralai/Mistral-7B-v0.1 |
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parameters: |
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normalize: false |
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int8_mask: true |
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dtype: float16 |
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``` |
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