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--- |
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base_model: |
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- mergekit-community/mergekit-slerp-rayqjvs |
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- mergekit-community/mergekit-model_stock-bmrxcxa |
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- mergekit-community/mergekit-model_stock-maaydzi |
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- mergekit-community/mergekit-slerp-mirtnuv |
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- mergekit-community/mergekit-della_linear-byjvyzy |
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- mergekit-community/mergekit-dare_ties-aexbnbf |
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- mergekit-community/mergekit-slerp-lupllmg |
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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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [mergekit-community/mergekit-model_stock-maaydzi](https://huggingface.co/mergekit-community/mergekit-model_stock-maaydzi) 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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* [mergekit-community/mergekit-slerp-rayqjvs](https://huggingface.co/mergekit-community/mergekit-slerp-rayqjvs) |
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* [mergekit-community/mergekit-model_stock-bmrxcxa](https://huggingface.co/mergekit-community/mergekit-model_stock-bmrxcxa) |
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* [mergekit-community/mergekit-slerp-mirtnuv](https://huggingface.co/mergekit-community/mergekit-slerp-mirtnuv) |
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* [mergekit-community/mergekit-della_linear-byjvyzy](https://huggingface.co/mergekit-community/mergekit-della_linear-byjvyzy) |
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* [mergekit-community/mergekit-dare_ties-aexbnbf](https://huggingface.co/mergekit-community/mergekit-dare_ties-aexbnbf) |
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* [mergekit-community/mergekit-slerp-lupllmg](https://huggingface.co/mergekit-community/mergekit-slerp-lupllmg) |
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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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dtype: float32 |
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out_dtype: bfloat16 |
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merge_method: model_stock |
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base_model: mergekit-community/mergekit-model_stock-maaydzi |
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models: |
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- model: mergekit-community/mergekit-model_stock-maaydzi |
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- model: mergekit-community/mergekit-model_stock-bmrxcxa |
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- model: mergekit-community/mergekit-slerp-mirtnuv |
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- model: mergekit-community/mergekit-slerp-lupllmg |
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- model: mergekit-community/mergekit-slerp-rayqjvs |
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- model: mergekit-community/mergekit-della_linear-byjvyzy |
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parameters: |
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density: 0.2 |
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weight: 0.2 |
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- model: mergekit-community/mergekit-dare_ties-aexbnbf |
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parameters: |
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density: 0.05 |
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weight: 0.05 |
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parameters: |
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normalize: true |
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``` |
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