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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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- mlabonne/NeuralMonarch-7B |
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- mlabonne/AlphaMonarch-7B |
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- bardsai/jaskier-7b-dpo-v5.6 |
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- macadeliccc/MBX-7B-v3-DPO |
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--- |
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<img src="pastiche-crown-clown.png" alt="Pastiche crown clown logo" width="800" style="margin-left:'auto' margin-right:'auto' display:'block'"/> |
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# pastiche-crown-clown-7B-dare |
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pastiche-crown-clown-7B-dare is a DARE merge of the following models using [mergekit](https://github.com/cg123/mergekit): |
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* [mlabonne/NeuralMonarch-7B](https://huggingface.co/mlabonne/NeuralMonarch-7B) |
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* [mlabonne/AlphaMonarch-7B](https://huggingface.co/mlabonne/AlphaMonarch-7B) |
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* [bardsai/jaskier-7b-dpo-v5.6](https://huggingface.co/bardsai/jaskier-7b-dpo-v5.6) |
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* [macadeliccc/MBX-7B-v3-DPO](https://huggingface.co/macadeliccc/MBX-7B-v3-DPO) |
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See the paper [Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch](https://arxiv.org/abs/2311.03099) for more on the method. |
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## 🧩 Configuration |
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```yaml |
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models: |
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- model: mlabonne/NeuralMonarch-7B |
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# No parameters necessary for base model |
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- model: mlabonne/AlphaMonarch-7B |
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parameters: |
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density: 0.53 |
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weight: 0.4 |
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- model: bardsai/jaskier-7b-dpo-v5.6 |
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parameters: |
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density: 0.53 |
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weight: 0.3 |
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- model: macadeliccc/MBX-7B-v3-DPO |
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parameters: |
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density: 0.53 |
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weight: 0.3 |
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merge_method: dare_ties |
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base_model: mlabonne/NeuralMonarch-7B |
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parameters: |
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int8_mask: true |
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dtype: bfloat16 |
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``` |
