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--- |
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base_model: |
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- FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-Flash-32B-Preview |
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- Rombo-Org/Rombo-LLM-V3.1-QWQ-32b |
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- FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview |
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- FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-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 [SCE](https://arxiv.org/abs/2408.07990) merge method using [Rombo-Org/Rombo-LLM-V3.1-QWQ-32b](https://huggingface.co/Rombo-Org/Rombo-LLM-V3.1-QWQ-32b) 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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* [FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-Flash-32B-Preview](https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-Flash-32B-Preview) |
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* [FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview](https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview) |
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* [FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview](https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-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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models: |
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- model: FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview |
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parameters: |
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weight: 1.2 # Slightly favor |
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density: 0.9 # Sparsified a bit to reduce noise |
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- model: FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview |
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parameters: |
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weight: 1 |
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density: 0.9 |
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- model: FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-Flash-32B-Preview |
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parameters: |
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weight: 1 |
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density: 0.9 |
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merge_method: sce # SCE for adaptive weighting |
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base_model: Rombo-Org/Rombo-LLM-V3.1-QWQ-32b |
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parameters: |
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normalize: true |
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int8_mask: true |
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select_topk: 0.1 # Retain the top 10% high-variance elements |
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tokenizer_source: union # Union to combine vocabularies |
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dtype: bfloat16 |
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``` |
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