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--- |
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base_model: |
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- ezelikman/quietstar-8-ahead |
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- LeroyDyer/Mistral_AI_CyberBrain |
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- liminerity/Mistral-quiet-star-demo |
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- LeroyDyer/Mixtral_AI_Cyber_Dolphin |
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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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- legal |
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- code |
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- Cyber-Series |
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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/Mistral_AI_CyberBrain](https://huggingface.co/LeroyDyer/Mistral_AI_CyberBrain) 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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* [ezelikman/quietstar-8-ahead](https://huggingface.co/ezelikman/quietstar-8-ahead) |
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* [liminerity/Mistral-quiet-star-demo](https://huggingface.co/liminerity/Mistral-quiet-star-demo) |
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* [LeroyDyer/Mixtral_AI_Cyber_Dolphin](https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_Dolphin) |
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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/Mistral_AI_CyberBrain |
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parameters: |
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density: [0.256, 0.512, 0.128] # density gradient |
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weight: 0.382 |
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- model: liminerity/Mistral-quiet-star-demo |
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parameters: |
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density: 0.382 |
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weight: [0.256, 0.128, 0.256, 0.128] # weight gradient |
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- model: LeroyDyer/Mixtral_AI_Cyber_Dolphin |
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parameters: |
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density: 0.382 |
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weight: [0.128, 0.512, 0.128, 0.128] # weight gradient |
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- model: ezelikman/quietstar-8-ahead |
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parameters: |
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density: 0.382 |
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weight: [0.256, 0.256, 0.512, 0.128] # weight gradient |
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- model: liminerity/Mistral-quiet-star-demo |
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parameters: |
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density: 0.382 |
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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/Mistral_AI_CyberBrain |
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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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``` |
