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--- |
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base_model: |
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- Nexusflow/Starling-LM-7B-beta |
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- ABX-AI/Infinite-Laymons-7B |
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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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# output-model-directory |
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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 SLERP merge method. |
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### Models Merged |
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The following models were included in the merge: |
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* [Nexusflow/Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta) |
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* [ABX-AI/Infinite-Laymons-7B](https://huggingface.co/ABX-AI/Infinite-Laymons-7B) |
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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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slices: |
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- sources: |
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- model: Nexusflow/Starling-LM-7B-beta |
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layer_range: [0, 32] |
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- model: ABX-AI/Infinite-Laymons-7B |
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layer_range: [0, 32] |
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merge_method: slerp |
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base_model: ABX-AI/Infinite-Laymons-7B |
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parameters: |
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t: |
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- filter: self_attn |
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value: [0.7, 0.3, 0.6, 0.2, 0.5] |
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- filter: mlp |
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value: [0.3, 0.7, 0.4, 0.8, 0.5] |
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- value: 0.5 |
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dtype: bfloat16 |
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``` |
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