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--- |
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base_model: |
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- Delta-Vector/Francois-Huali-12B |
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- grimjim/mistralai-Mistral-Nemo-Base-2407 |
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- grimjim/Magnolia-v3-12B |
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- inflatebot/MN-12B-Mag-Mell-R1 |
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library_name: transformers |
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pipeline_tag: text-generation |
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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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# MagTie-v1-12B |
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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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We used a pretrained base model as the base for a DARE-TIES merge, compensating by boosting the weights and densities in order to retain more training from the contributing models. |
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## Merge Details |
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### Merge Method |
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This model was merged using the [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [grimjim/mistralai-Mistral-Nemo-Base-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Base-2407) 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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* [Delta-Vector/Francois-Huali-12B](https://huggingface.co/Delta-Vector/Francois-Huali-12B) |
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* [grimjim/Magnolia-v3-12B](https://huggingface.co/grimjim/Magnolia-v3-12B) |
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* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1) |
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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: grimjim/mistralai-Mistral-Nemo-Base-2407 |
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models: |
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- model: grimjim/mistralai-Mistral-Nemo-Base-2407 |
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- model: inflatebot/MN-12B-Mag-Mell-R1 |
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parameters: |
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weight: 0.85 |
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density: 0.75 |
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- model: Delta-Vector/Francois-Huali-12B |
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parameters: |
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weight: 0.85 |
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density: 0.75 |
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- model: grimjim/Magnolia-v3-12B |
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parameters: |
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weight: 0.85 |
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density: 0.75 |
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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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