57 lines
1.3 KiB
Markdown
57 lines
1.3 KiB
Markdown
---
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base_model:
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- MarinaraSpaghetti/NemoMix-Unleashed-12B
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- LatitudeGames/Wayfarer-12B
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- IlyaGusev/saiga_nemo_12b
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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 [Model Breadcrumbs with TIES](https://arxiv.org/abs/2312.06795) 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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* [LatitudeGames/Wayfarer-12B](https://huggingface.co/LatitudeGames/Wayfarer-12B)
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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: 0.4
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- model: LatitudeGames/Wayfarer-12B
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parameters:
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density: 0.9
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weight: 0.4
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gamma: 0.01
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- model: MarinaraSpaghetti/NemoMix-Unleashed-12B
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parameters:
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density: 0.9
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weight: 0.3
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gamma: 0.01
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merge_method: breadcrumbs_ties
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base_model: IlyaGusev/saiga_nemo_12b
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dtype: bfloat16
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tokenizer_source: "union"
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chat_template: "chatml"
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```
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