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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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- mergekit |
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- lazymergekit |
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- gordicaleksa/YugoGPT |
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- HuggingFaceH4/zephyr-7b-beta |
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--- |
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# Zamfir-7B-slerp |
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Zamfir-7B-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit): |
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* [gordicaleksa/YugoGPT](https://huggingface.co/gordicaleksa/YugoGPT) |
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* [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta) |
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## 🧩 Configuration |
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```yaml |
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slices: |
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- sources: |
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- model: gordicaleksa/YugoGPT |
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layer_range: [0, 32] |
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- model: HuggingFaceH4/zephyr-7b-beta |
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layer_range: [0, 32] |
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merge_method: slerp |
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base_model: HuggingFaceH4/zephyr-7b-beta |
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parameters: |
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t: |
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- filter: self_attn |
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value: [0, 0.5, 0.3, 0.7, 1] |
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- filter: mlp |
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value: [1, 0.5, 0.7, 0.3, 0] |
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- value: 0.5 |
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dtype: bfloat16 |
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``` |
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## Results |
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| | ARC-E | ARC-C | Hellaswag | BoolQ | Winogrande | OpenbookQA | PiQA | NQ Open | TriviaQA | **Avg.** | |
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|-----------|-------|-------|-----------|-------|------------|------------|-------|---------|----------|-------| |
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| Zamfir-7B | 51.85 | 32.25 | 46.03 | 75.59 | 62.59 | 26.00 | 66.81 | 16.09 | 36.11 | 45.92 | |
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| Mustra-7B | 52.95 | 33.70 | 45.89 | 77.55 | 64.17 | 30.60 | 67.25 | 15.40 | 34.84 | 46.93 | |
