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--- |
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base_model: |
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- Qwen/Qwen2.5-3B-Instruct |
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- prithivMLmods/QwQ-LCoT-3B-Instruct |
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- PowerInfer/SmallThinker-3B-Preview |
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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 [Qwen/Qwen2.5-3B-Instruct](https://huggingface.co./Qwen/Qwen2.5-3B-Instruct) 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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* [prithivMLmods/QwQ-LCoT-3B-Instruct](https://huggingface.co./prithivMLmods/QwQ-LCoT-3B-Instruct) |
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* [PowerInfer/SmallThinker-3B-Preview](https://huggingface.co./PowerInfer/SmallThinker-3B-Preview) |
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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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merge_method: dare_ties |
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dtype: bfloat16 |
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normalize: true |
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base_model: Qwen/Qwen2.5-3B-Instruct |
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models: |
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- model: PowerInfer/SmallThinker-3B-Preview |
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parameters: |
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weight: .2 |
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density: .45 |
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- model: prithivMLmods/QwQ-LCoT-3B-Instruct |
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parameters: |
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weight: .8 |
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density: .85 |
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``` |
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16b |
