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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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- chihoonlee10/T3Q-Mistral-Orca-Math-DPO |
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--- |
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# Jason1903_SLERP |
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Jason1903_SLERP 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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* [chihoonlee10/T3Q-Mistral-Orca-Math-DPO](https://huggingface.co/chihoonlee10/T3Q-Mistral-Orca-Math-DPO) |
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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: chihoonlee10/T3Q-Mistral-Orca-Math-DPO |
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layer_range: [0, 32] |
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merge_method: slerp |
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base_model: chihoonlee10/T3Q-Mistral-Orca-Math-DPO |
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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: float16 |
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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. |76.77| |
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|AI2 Reasoning Challenge (25-Shot)|73.12| |
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|HellaSwag (10-Shot) |89.13| |
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|MMLU (5-Shot) |64.43| |
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|TruthfulQA (0-shot) |78.13| |
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|Winogrande (5-shot) |85.08| |
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|GSM8k (5-shot) |70.74| |
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``` |
