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--- |
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base_model: |
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- mistralai/Mistral-7B-v0.1 |
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- cognitivecomputations/dolphin-2.2.1-mistral-7b |
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- Open-Orca/Mistral-7B-OpenOrca |
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- openchat/openchat-3.5-0106 |
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- mlabonne/NeuralHermes-2.5-Mistral-7B |
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- GreenNode/GreenNode-mini-7B-multilingual-v1olet |
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- berkeley-nest/Starling-LM-7B-alpha |
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- viethq188/LeoScorpius-7B-Chat-DPO |
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- meta-math/MetaMath-Mistral-7B |
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- Intel/neural-chat-7b-v3-3 |
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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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# Moza-7B-v1.0 |
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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 [DARE](https://arxiv.org/abs/2311.03099) [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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* [cognitivecomputations/dolphin-2.2.1-mistral-7b](https://huggingface.co/cognitivecomputations/dolphin-2.2.1-mistral-7b) |
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* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca) |
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* [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106) |
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* [mlabonne/NeuralHermes-2.5-Mistral-7B](https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B) |
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* [GreenNode/GreenNode-mini-7B-multilingual-v1olet](https://huggingface.co/GreenNode/GreenNode-mini-7B-multilingual-v1olet) |
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* [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha) |
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* [viethq188/LeoScorpius-7B-Chat-DPO](https://huggingface.co/viethq188/LeoScorpius-7B-Chat-DPO) |
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* [meta-math/MetaMath-Mistral-7B](https://huggingface.co/meta-math/MetaMath-Mistral-7B) |
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* [Intel/neural-chat-7b-v3-3](https://huggingface.co/Intel/neural-chat-7b-v3-3) |
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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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base_model: mistralai/Mistral-7B-v0.1 |
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models: |
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- model: mlabonne/NeuralHermes-2.5-Mistral-7B |
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parameters: |
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density: 0.63 |
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weight: 0.83 |
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- model: Intel/neural-chat-7b-v3-3 |
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parameters: |
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density: 0.63 |
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weight: 0.74 |
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- model: meta-math/MetaMath-Mistral-7B |
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parameters: |
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density: 0.63 |
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weight: 0.22 |
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- model: openchat/openchat-3.5-0106 |
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parameters: |
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density: 0.63 |
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weight: 0.37 |
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- model: Open-Orca/Mistral-7B-OpenOrca |
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parameters: |
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density: 0.63 |
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weight: 0.76 |
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- model: cognitivecomputations/dolphin-2.2.1-mistral-7b |
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parameters: |
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density: 0.63 |
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weight: 0.69 |
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- model: viethq188/LeoScorpius-7B-Chat-DPO |
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parameters: |
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density: 0.63 |
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weight: 0.38 |
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- model: GreenNode/GreenNode-mini-7B-multilingual-v1olet |
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parameters: |
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density: 0.63 |
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weight: 0.13 |
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- model: berkeley-nest/Starling-LM-7B-alpha |
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parameters: |
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density: 0.63 |
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weight: 0.33 |
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merge_method: dare_ties |
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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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``` |
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