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--- |
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base_model: |
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- Sorour/llama3_cls_sentiment_v3 |
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- meta-llama/Meta-Llama-3-8B-Instruct |
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- Sorour/llama3_cls_finred_v3 |
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- Sorour/llama3_cls_fomc_v3 |
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- Sorour/llama3_cls_headline_v3 |
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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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# out |
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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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) 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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* [Sorour/llama3_cls_sentiment_v3](https://huggingface.co/Sorour/llama3_cls_sentiment_v3) |
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* [Sorour/llama3_cls_finred_v3](https://huggingface.co/Sorour/llama3_cls_finred_v3) |
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* [Sorour/llama3_cls_fomc_v3](https://huggingface.co/Sorour/llama3_cls_fomc_v3) |
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* [Sorour/llama3_cls_headline_v3](https://huggingface.co/Sorour/llama3_cls_headline_v3) |
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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: Sorour/llama3_cls_sentiment_v3 |
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parameters: |
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weight: 0.25 # weight gradient |
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- model: Sorour/llama3_cls_fomc_v3 |
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parameters: |
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weight: 0.25 |
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- model: Sorour/llama3_cls_headline_v3 |
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parameters: |
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weight: 0.25 |
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- model: Sorour/llama3_cls_finred_v3 |
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parameters: |
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weight: 0.25 |
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base_model: meta-llama/Meta-Llama-3-8B-Instruct |
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merge_method: task_arithmetic |
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dtype: float16 |
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``` |
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