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--- |
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base_model: |
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- happzy2633/qwen2.5-7b-ins-v3 |
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- bunnycore/Qwen2.5-7B-Matrix |
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- bunnycore/Qwen2.5-7B-HyperMix |
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library_name: transformers |
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tags: |
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- mergekit |
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- merge |
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--- |
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# merge |
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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## Merge Details |
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### Merge Method |
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This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [bunnycore/Qwen2.5-7B-HyperMix](https://huggingface.co./bunnycore/Qwen2.5-7B-HyperMix) as a base. |
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### Models Merged |
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The following models were included in the merge: |
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* [happzy2633/qwen2.5-7b-ins-v3](https://huggingface.co./happzy2633/qwen2.5-7b-ins-v3) |
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* [bunnycore/Qwen2.5-7B-Matrix](https://huggingface.co./bunnycore/Qwen2.5-7B-Matrix) |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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```yaml |
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slices: |
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models: |
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- model: bunnycore/Qwen2.5-7B-Matrix |
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parameters: |
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weight: [0.25, 0.35, 0.45, 0.35, 0.25] |
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density: [0.1, 0.25, 0.5, 0.25, 0.1] |
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- model: bunnycore/Qwen2.5-7B-HyperMix |
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- model: happzy2633/qwen2.5-7b-ins-v3 |
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parameters: |
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weight: [0.55, 0.45, 0.35, 0.45, 0.55] |
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density: [0.1, 0.25, 0.5, 0.25, 0.1] |
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merge_method: dare_ties |
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base_model: bunnycore/Qwen2.5-7B-HyperMix |
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parameters: |
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int8_mask: true |
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dtype: bfloat16 |
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``` |
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