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--- |
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base_model: |
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- grimjim/mistralai-Mistral-Nemo-Base-2407 |
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- grimjim/Magnolia-v3-12B |
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- Nitral-AI/Captain_BMO-12B |
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- natong19/Mistral-Nemo-Instruct-2407-abliterated |
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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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# Magnolia-v5a-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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Again Nemo 12B Base was used as a base for task arithmetic merger, rather than 12B Instruct or a variant. A model fine-tuned with mostly Instruct and some narrative generation data was added, along with an abliterated Instruct model,which curiously benched higher than Nemo 12B Instruct itself. |
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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 [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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* [grimjim/Magnolia-v3-12B](https://huggingface.co./grimjim/Magnolia-v3-12B) |
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* [Nitral-AI/Captain_BMO-12B](https://huggingface.co./Nitral-AI/Captain_BMO-12B) |
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* [natong19/Mistral-Nemo-Instruct-2407-abliterated](https://huggingface.co./natong19/Mistral-Nemo-Instruct-2407-abliterated) |
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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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dtype: bfloat16 |
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merge_method: task_arithmetic |
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parameters: |
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normalize: true |
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models: |
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- model: grimjim/mistralai-Mistral-Nemo-Base-2407 |
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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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- model: Nitral-AI/Captain_BMO-12B |
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parameters: |
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weight: 0.1 |
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- model: natong19/Mistral-Nemo-Instruct-2407-abliterated |
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parameters: |
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weight: 0.05 |
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``` |
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