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  ## Introduction
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- Tupy-BERT-Base is a fine-tuned BERT model designed specifically for multilabel classification of hate speech in Portuguese.
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- Derived from the [BERTimbau base](https://huggingface.co/neuralmind/bert-base-portuguese-cased), TuPy-Base is a refined solution for addressing categorical hate speech concerns.
 
 
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  For more details or specific inquiries, please refer to the [BERTimbau repository](https://github.com/neuralmind-ai/portuguese-bert/).
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  The efficacy of Language Models can exhibit notable variations when confronted with a shift in domain between training and test data.
 
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  ## Introduction
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+ Tupy-BERT-Base-Multilabel is a fine-tuned BERT model designed specifically for multilabel classification of hate speech in Portuguese.
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+ Derived from the [BERTimbau base](https://huggingface.co/neuralmind/bert-base-portuguese-cased),
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+ TuPy-Base is a refined solution for addressing categorical hate speech concerns (ageism, aporophobia, body shame, capacitism, LGBTphobia, political,
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+ racism, religious intolerance, misogyny, and xenophobia).
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  For more details or specific inquiries, please refer to the [BERTimbau repository](https://github.com/neuralmind-ai/portuguese-bert/).
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  The efficacy of Language Models can exhibit notable variations when confronted with a shift in domain between training and test data.