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--- |
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base_model: [] |
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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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Thank you to [MatchaSpeed](https://huggingface.co/matchaaaaa) for picking out the models to go into this merge. You're awesome! 🤗 |
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The models in this merge were chosen for their attention to detail and/or their creativity. |
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Based on each model's individual strength, weights were applied to prioritize the model's intelligence (self-attention weights) or style/creativity (multi-layer perceptron weights). |
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GGUF versions available courtesy of BackyardAI https://huggingface.co/backyardai/BlackMagic-7B-GGUF |
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# Usage |
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Recommended prompt format is Alpaca, as this is most widely accepted by the component models. |
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## Merge Details |
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### Merge Method |
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This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using 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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* fearlessdots/WizardLM-2-7B-abliterated |
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* Gryphe/MythoMist-7b |
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* Sao10K/Frostwind-v2.1-m7 |
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* senseable/Westlake-7b-v2 |
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* maywell/PiVoT-0.1-Evil-a |
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* Undi95/Toppy-M-7B |
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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: fearlessdots/WizardLM-2-7B-abliterated |
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parameters: |
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weight: 1.0 |
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- model: Undi95/Toppy-M-7B |
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parameters: |
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weight: |
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- filter: self_attn |
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value: 0.8 |
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- value: 0.5 |
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- model: senseable/Westlake-7b-v2 |
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parameters: |
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weight: |
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- filter: self_attn |
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value: 0.6 |
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- value: 0.4 |
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- model: maywell/PiVoT-0.1-Evil-a |
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parameters: |
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weight: |
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- filter: mlp |
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value: 0.2 |
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- value: 0.0 |
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- model: Sao10K/Frostwind-v2.1-m7 |
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parameters: |
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weight: |
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- filter: self_attn |
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value: 0.2 |
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- filter: mlp |
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value: 0.8 |
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- value: 0.5 |
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- model: Gryphe/MythoMist-7b |
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parameters: |
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weight: |
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- filter: mlp |
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value: 0.6 |
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- value: 0.0 |
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base_model: TeeZee/Mistral-7B-v0.1-fp32 |
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merge_method: task_arithmetic |
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dtype: float32 |
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``` |
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