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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/AlphaMonarch-7B |
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- mlabonne/NeuralMonarch-7B |
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- bardsai/jaskier-7b-dpo-v5.6 |
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--- |
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# neurotic-crown-clown-7B-ties |
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neurotic-crown-clown-7B-ties is a TRIM, ELECT SIGN & MERGE (TIES) 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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See the paper [TIES-Merging: Resolving Interference When Merging Models](https://arxiv.org/abs/2306.01708) 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: 0.5 |
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weight: 0.5 |
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- model: bardsai/jaskier-7b-dpo-v5.6 |
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parameters: |
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density: 0.5 |
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weight: 0.3 |
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merge_method: ties |
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base_model: mlabonne/NeuralMonarch-7B |
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parameters: |
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normalize: true |
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dtype: float16 |
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``` |
