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--- |
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base_model: |
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- mistralai/Mistral-7B-Instruct-v0.2 |
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- LeroyDyer/Mixtral_AI_Cyber_3.0 |
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- LeroyDyer/Mixtral_AI_MultiToken |
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- LeroyDyer/Mixtral_AI_Multi_TEST |
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [LeroyDyer/Mixtral_AI_Cyber_3.0](https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_3.0) 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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* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) |
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* [LeroyDyer/Mixtral_AI_MultiToken](https://huggingface.co/LeroyDyer/Mixtral_AI_MultiToken) |
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* [LeroyDyer/Mixtral_AI_Multi_TEST](https://huggingface.co/LeroyDyer/Mixtral_AI_Multi_TEST) |
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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: LeroyDyer/Mixtral_AI_Multi_TEST |
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parameters: |
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density: [0.87, 0.721, 0.451] # density gradient |
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weight: 0.876 |
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- model: LeroyDyer/Mixtral_AI_MultiToken |
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parameters: |
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density: 0.232 |
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weight: [0.36, 0.3, 0.437, 0.76] # weight gradient |
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- model: mistralai/Mistral-7B-Instruct-v0.2 |
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parameters: |
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density: 0.475 |
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weight: |
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- filter: mlp |
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value: 0.5 |
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- value: 0 |
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merge_method: ties |
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base_model: LeroyDyer/Mixtral_AI_Cyber_3.0 |
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parameters: |
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normalize: true |
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int8_mask: true |
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dtype: float16 |
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``` |
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