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--- |
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base_model: |
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- Lambent/CosmoAlpacaLight-1b |
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- HuggingFaceTB/cosmo-1b |
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- Lambent/CosmoAlpacaLisa-1b |
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- Lambent/CosmoAlpacaLisa-0.2-1b |
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tags: |
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- mergekit |
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- merge |
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--- |
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Figured the model must have learned the data a somewhat different way for all three training methods. |
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Decided to test if merging them would give generalization benefits. I think it didn't hurt at least! |
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| Model |AGIEval|GPT4All|TruthfulQA|Bigbench|Average| |
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|-------------------------------------------------------------------------------|------:|------:|---------:|-------:|------:| |
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|[CosmoAlpacaLisa-0.3-1b](https://huggingface.co/Lambent/CosmoAlpacaLisa-0.3-1b)| 23.79| 51.61| 40.25| 29.97| 36.41| |
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| Model |AGIEval|GPT4All|TruthfulQA|Bigbench|Average| |
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|-------------------------------------------------------------------------|------:|------:|---------:|-------:|------:| |
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|[CosmoAlpacaLight-1b](https://huggingface.co/Lambent/CosmoAlpacaLight-1b)| 24.28| 51.31| 40.33| 29.47| 36.35| |
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# lisacosmo |
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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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [HuggingFaceTB/cosmo-1b](https://huggingface.co/HuggingFaceTB/cosmo-1b) 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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* [Lambent/CosmoAlpacaLight-1b](https://huggingface.co/Lambent/CosmoAlpacaLight-1b) |
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* [Lambent/CosmoAlpacaLisa-1b](https://huggingface.co/Lambent/CosmoAlpacaLisa-1b) |
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* [Lambent/CosmoAlpacaLisa-0.2-1b](https://huggingface.co/Lambent/CosmoAlpacaLisa-0.2-1b) |
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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: Lambent/CosmoAlpacaLisa-1b |
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parameters: |
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density: 1.0 |
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weight: 1.0 |
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- model: Lambent/CosmoAlpacaLisa-0.2-1b |
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parameters: |
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density: 1.0 |
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weight: 1.0 |
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- model: Lambent/CosmoAlpacaLight-1b |
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parameters: |
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density: 1.0 |
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weight: 1.0 |
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merge_method: dare_ties |
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base_model: HuggingFaceTB/cosmo-1b |
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parameters: |
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normalize: true |
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int8_mask: false |
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dtype: float16 |
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``` |
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