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--- |
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base_model: |
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- CultriX/Qwen2.5-14B-MegaMerge-pt2 |
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- qingy2019/Qwen2.5-Math-14B-Instruct |
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- CultriX/SeQwence-14B |
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- v000000/Qwen2.5-Lumen-14B |
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- arcee-ai/Virtuoso-Small |
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- Qwen/Qwen2.5-14B |
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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/Qwen2.5-14B](https://huggingface.co/Qwen/Qwen2.5-14B) 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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* [CultriX/Qwen2.5-14B-MegaMerge-pt2](https://huggingface.co/CultriX/Qwen2.5-14B-MegaMerge-pt2) |
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* [qingy2019/Qwen2.5-Math-14B-Instruct](https://huggingface.co/qingy2019/Qwen2.5-Math-14B-Instruct) |
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* [CultriX/SeQwence-14B](https://huggingface.co/CultriX/SeQwence-14B) |
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* [v000000/Qwen2.5-Lumen-14B](https://huggingface.co/v000000/Qwen2.5-Lumen-14B) |
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* [arcee-ai/Virtuoso-Small](https://huggingface.co/arcee-ai/Virtuoso-Small) |
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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: qingy2019/Qwen2.5-Math-14B-Instruct |
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parameters: |
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weight: 0.35 |
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density: 0.6 |
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- model: arcee-ai/Virtuoso-Small |
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parameters: |
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weight: 0.30 |
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density: 0.6 |
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- model: CultriX/Qwen2.5-14B-MegaMerge-pt2 |
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parameters: |
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weight: 0.20 |
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density: 0.5 |
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- model: CultriX/SeQwence-14B |
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parameters: |
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weight: 0.15 |
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density: 0.4 |
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- model: v000000/Qwen2.5-Lumen-14B |
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parameters: |
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weight: 0.10 |
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density: 0.5 |
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base_model: Qwen/Qwen2.5-14B |
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merge_method: dare_ties |
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parameters: |
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normalize: true |
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int8_mask: true |
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dtype: bfloat16 |
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tokenizer_source: Qwen/Qwen2.5-14B-Instruct |
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``` |
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