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--- |
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base_model: |
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- SvalTek/Gemma-7B-ColdBrew-RP |
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- KishoreK/ActionGemma-9B |
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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 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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* [SvalTek/Gemma-7B-ColdBrew-RP](https://huggingface.co/SvalTek/Gemma-7B-ColdBrew-RP) |
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* [KishoreK/ActionGemma-9B](https://huggingface.co/KishoreK/ActionGemma-9B) |
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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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merge_method: slerp |
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base_model: "SvalTek/Gemma-7B-ColdBrew-RP" |
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slices: |
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- sources: |
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- model: "SvalTek/Gemma-7B-ColdBrew-RP" |
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layer_range: [0, 42] |
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- model: "KishoreK/ActionGemma-9B" |
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layer_range: [0, 42] |
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parameters: |
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t: |
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- filter: self_attn # coherence from ActionGemma |
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value: [0.3, 0.5, 0.7, 0.9, 1] |
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- filter: mlp # creativity from ColdBrew |
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value: [0.7, 0.5, 0.3, 0.1, 0] |
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- filter: layer_norm # consistency from ActionGemma |
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value: [0.4, 0.6, 0.8, 1, 1] |
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- filter: pos_embed # sequence understanding from ActionGemma |
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value: [0.5, 0.7, 0.9, 1, 1] |
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- value: 0.5 |
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dtype: bfloat16 |
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tokenizer_source: base |
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``` |
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