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--- |
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base_model: |
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- aisingapore/gemma2-9b-cpt-sea-lionv3-instruct |
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- AXCXEPT/EZO-Humanities-9B-gemma-2-it |
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- princeton-nlp/gemma-2-9b-it-SimPO |
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- silma-ai/SILMA-9B-Instruct-v1.0 |
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- VAGOsolutions/SauerkrautLM-gemma-2-9b-it |
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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: gemma |
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--- |
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# Gigantes-v2-gemma2-9b-it |
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This repo contains a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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It was hoped that the contributions of Japanese, Singaporean, German, and Arabic instruct models would contribute to reasoning as well as increasing the complexity of English text generation. The Arabic model contribution was kept at low weight due to terse English responses. The German model was kept at lower weight due to additional fine-tuning only affecting a minority of the layers. |
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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 [princeton-nlp/gemma-2-9b-it-SimPO](https://huggingface.co/princeton-nlp/gemma-2-9b-it-SimPO) 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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* [aisingapore/gemma2-9b-cpt-sea-lionv3-instruct](https://huggingface.co/aisingapore/gemma2-9b-cpt-sea-lionv3-instruct) |
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* [AXCXEPT/EZO-Humanities-9B-gemma-2-it](https://huggingface.co/AXCXEPT/EZO-Humanities-9B-gemma-2-it) |
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* [silma-ai/SILMA-9B-Instruct-v1.0](https://huggingface.co/silma-ai/SILMA-9B-Instruct-v1.0) |
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* [VAGOsolutions/SauerkrautLM-gemma-2-9b-it](https://huggingface.co/VAGOsolutions/SauerkrautLM-gemma-2-9b-it) |
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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: princeton-nlp/gemma-2-9b-it-SimPO |
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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: princeton-nlp/gemma-2-9b-it-SimPO |
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- model: AXCXEPT/EZO-Humanities-9B-gemma-2-it |
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parameters: |
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weight: 0.3 |
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- model: VAGOsolutions/SauerkrautLM-gemma-2-9b-it |
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parameters: |
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weight: 0.1 |
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- model: aisingapore/gemma2-9b-cpt-sea-lionv3-instruct |
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parameters: |
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weight: 0.2 |
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- model: silma-ai/SILMA-9B-Instruct-v1.0 |
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parameters: |
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weight: 0.001 |
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``` |
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