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@@ -35,6 +35,15 @@ pipeline_tag: text2text-generation
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  Please refer to the [related section](https://github.com/nicolay-r/Reasoning-for-Sentiment-Analysis-Framework?tab=readme-ov-file#three-hop-chain-of-thought-thor) of the **Reasoning-for-Sentiment-Analysis** Framework
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  ### Out-of-Scope Use
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  This model represent a fine-tuned version of the Flan-T5 on RuSentNE-2023 dataset.
 
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  Please refer to the [related section](https://github.com/nicolay-r/Reasoning-for-Sentiment-Analysis-Framework?tab=readme-ov-file#three-hop-chain-of-thought-thor) of the **Reasoning-for-Sentiment-Analysis** Framework
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+ With this example it applies this model in the THoR mode to the validation data of the RuSentNE-2023 competition for evaluation.
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+ ```sh
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+ python thor_finetune.py -m "nicolay-r/flan-t5-tsa-thor-base" -r "thor" -d "rusentne2023" -z -bs 16 -f "./config/config.yaml"
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+ ```
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+ Following the [Google Colab Notebook]((https://colab.research.google.com/github/nicolay-r/Reasoning-for-Sentiment-Analysis-Framework/blob/main/Reasoning_for_Sentiment_Analysis_Framework.ipynb)) for implementation reproduction.
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  ### Out-of-Scope Use
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  This model represent a fine-tuned version of the Flan-T5 on RuSentNE-2023 dataset.