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--- |
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base_model: |
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- MarinaraSpaghetti/NemoMix-Unleashed-12B |
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- IlyaGusev/saiga_nemo_12b |
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- TheDrummer/Rocinante-12B-v1.1 |
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- Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24 |
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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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## Merge Details |
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### Merge Method |
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This model was merged using the [Linear DELLA](https://arxiv.org/abs/2406.11617) merge method using [IlyaGusev/saiga_nemo_12b](https://huggingface.co/IlyaGusev/saiga_nemo_12b) 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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* [MarinaraSpaghetti/NemoMix-Unleashed-12B](https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B) |
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* [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1) |
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* [Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24](https://huggingface.co/Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24) |
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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: IlyaGusev/saiga_nemo_12b |
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parameters: |
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weight: 0.5 # Основной акцент на русском языке |
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density: 0.4 |
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- model: MarinaraSpaghetti/NemoMix-Unleashed-12B |
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parameters: |
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weight: 0.2 # РП модель, чуть меньший вес из-за ориентации на английский |
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density: 0.4 |
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- model: TheDrummer/Rocinante-12B-v1.1 |
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parameters: |
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weight: 0.2 # Увеличенный вес для усиления РП аспектов |
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density: 0.5 # Повышенная плотность для более сильного влияния |
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- model: Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24 |
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parameters: |
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weight: 0.25 # Русскоязычная поддержка и баланс |
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density: 0.4 |
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merge_method: della_linear |
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base_model: IlyaGusev/saiga_nemo_12b |
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parameters: |
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epsilon: 0.05 |
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lambda: 1 |
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dtype: float16 |
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tokenizer_source: base |
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``` |
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