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--- |
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base_model: |
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- Khetterman/AbominationScience-12B-v4 |
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- LatitudeGames/Wayfarer-12B |
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- mistralai/Mistral-Nemo-Instruct-2407 |
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- mergekit-community/MN-Sappho-b-12B |
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- mistralai/Mistral-Nemo-Base-2407 |
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- inflatebot/MN-12B-Mag-Mell-R1 |
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- mergekit-community/MN-Sappho-a-12B |
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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 [Khetterman/AbominationScience-12B-v4](https://huggingface.co/Khetterman/AbominationScience-12B-v4) 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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* [LatitudeGames/Wayfarer-12B](https://huggingface.co/LatitudeGames/Wayfarer-12B) |
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* [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407) |
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* [mergekit-community/MN-Sappho-b-12B](https://huggingface.co/mergekit-community/MN-Sappho-b-12B) |
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* [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407) |
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* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1) |
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* [mergekit-community/MN-Sappho-a-12B](https://huggingface.co/mergekit-community/MN-Sappho-a-12B) |
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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: Khetterman/AbominationScience-12B-v4 |
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models: |
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- model: Khetterman/AbominationScience-12B-v4 |
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parameters: |
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weight: 1 |
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- model: LatitudeGames/Wayfarer-12B |
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parameters: |
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weight: 1 |
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- model: inflatebot/MN-12B-Mag-Mell-R1 |
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parameters: |
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weight: 1 |
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- model: mergekit-community/MN-Sappho-b-12B |
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parameters: |
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weight: 1 |
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- model: mergekit-community/MN-Sappho-a-12B |
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parameters: |
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weight: 0.8 |
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- model: mistralai/Mistral-Nemo-Instruct-2407 |
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parameters: |
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weight: 0.8 |
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- model: mistralai/Mistral-Nemo-Base-2407 |
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parameters: |
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weight: 0.6 |
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parameters: |
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normalize: true |
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``` |
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