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--- |
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license: apache-2.0 |
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tags: |
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- merge |
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--- |
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Slerp Merge of [Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) and [cookinai/CatMacaroni-Slerp](https://huggingface.co/cookinai/CatMacaroni-Slerp) |
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.yaml file for mergekit |
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``` |
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slices: |
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- sources: |
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- model: Mistral-7B-Instruct-v0.2 |
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layer_range: [0, 32] |
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- model: CatMacaroni-Slerp-7B |
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layer_range: [0, 32] |
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merge_method: slerp |
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base_model: Mistral-7B-Instruct-v0.2 |
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parameters: |
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t: |
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- value: [0, 0.3, 0.5, 0.7, 1] |
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dtype: float16 |
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``` |
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| Metric | Value | |
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| --- | --- | |
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| Avg. | 69.08 | |
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| ARC (25-shot) | 65.53 | |
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| HellaSwag (10-shot) | 85.66 | |
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| MMLU (5-shot) | 61.53 | |
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| TruthfulQA (0-shot) | 64.1 | |
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| Winogrande (5-shot) | 80.03 | |
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| GSM8K (5-shot) | 57.62 | |
