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--- |
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base_model: [] |
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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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# top4 |
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using /root/top 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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* /root/top1 |
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* /root/top2 |
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* /root/top3 |
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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: /root/top1 |
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parameters: |
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density: [1, 0.7, 0.1] # density gradient |
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weight: 1.0 |
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- model: /root/top2 |
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parameters: |
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density: 0.5 |
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weight: [0, 0.3, 0.7, 1] # weight gradient |
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- model: /root/top3 |
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parameters: |
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density: 0.33 |
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weight: |
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- filter: mlp |
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value: 0.5 |
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- value: 0 |
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merge_method: ties |
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base_model: /root/top |
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parameters: |
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normalize: true |
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int8_mask: true |
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dtype: float16 |
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``` |
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