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--- |
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base_model: |
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- beowolx/CodeNinja-1.0-OpenChat-7B |
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- mistralai/Mistral-7B-v0.1 |
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- mistralai/Mistral-7B-Instruct-v0.1 |
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- Open-Orca/Mistral-7B-OpenOrca |
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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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license: apache-2.0 |
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) 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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* [beowolx/CodeNinja-1.0-OpenChat-7B](https://huggingface.co/beowolx/CodeNinja-1.0-OpenChat-7B) |
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* [mistralai/Mistral-7B-Instruct-v0.1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1) |
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* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca) |
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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: mistralai/Mistral-7B-Instruct-v0.1 |
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parameters: |
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density: 0.3 |
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weight: 0.33 |
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- model: Open-Orca/Mistral-7B-OpenOrca |
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parameters: |
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density: 0.3 |
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weight: 0.33 |
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- model: beowolx/CodeNinja-1.0-OpenChat-7B |
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parameters: |
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density: 0.3 |
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weight: 0.34 |
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merge_method: ties |
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base_model: mistralai/Mistral-7B-v0.1 |
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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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``` |