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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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# FuseChat-7B-Ties-VaRM-comb1-top0.1 |
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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_varm merge method using /data/wanfq/fusechat/models/openchat_3.5 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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* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Mixtral |
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* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-NHSolar |
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* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Qwen |
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* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-internlm |
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* /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Starling |
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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: /data/wanfq/fusechat/models/openchat_3.5 |
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# no parameters necessary for base model |
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- model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-internlm |
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parameters: |
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density: 0.1 # density gradient |
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weight: 0.2 |
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- model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Qwen |
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parameters: |
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density: 0.5 |
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weight: 0.2 # weight gradient |
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- model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Mixtral |
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parameters: |
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density: 0.5 |
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weight: 0.2 # weight gradient |
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- model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-Starling |
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parameters: |
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density: 0.5 |
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weight: 0.2 # weight gradient |
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- model: /data/wanfq/agno_fusion/fusechat_models/OpenChat-3.5-7B-NHSolar |
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parameters: |
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density: 0.5 |
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weight: 0.2 # weight gradient |
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merge_method: ties_varm |
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base_model: /data/wanfq/fusechat/models/openchat_3.5 |
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parameters: |
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normalize: true |
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dtype: bfloat16 |
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``` |
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