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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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- yam-peleg/Experiment26-7B |
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- EmbeddedLLM/Mistral-7B-Merge-14-v0.1 |
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--- |
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# |
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Experiment26-7B is a merge of the following models using [mergekit](https://github.com/cg123/mergekit): |
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* [yam-peleg/Experiment26-7B](https://huggingface.co/yam-peleg/Experiment26-7B) |
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* [EmbeddedLLM/Mistral-7B-Merge-14-v0.1](https://huggingface.co/EmbeddedLLM/Mistral-7B-Merge-14-v0.1) |
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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: yam-peleg/Experiment26-7B |
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layer_range: [0, 32] |
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- model: EmbeddedLLM/Mistral-7B-Merge-14-v0.1 |
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layer_range: [0, 32] |
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merge_method: slerp |
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base_model: yam-peleg/Experiment26-7B |
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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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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) |
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| Metric |Value| |
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|---------------------------------|----:| |
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|Avg. |74.96| |
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|AI2 Reasoning Challenge (25-Shot)|71.84| |
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|HellaSwag (10-Shot) |88.09| |
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|MMLU (5-Shot) |65.07| |
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|TruthfulQA (0-shot) |72.16| |
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|Winogrande (5-shot) |82.32| |
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|GSM8k (5-shot) |70.28| |
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``` |
