Shypd.aiThe largest open index of AI toolsDetoxify is an open-source AI tool that provides trained models and code to predict toxic comments across multiple languages. It helps identify various types of toxicity, including threats, insults, and identity-based hate, using Pytorch Lightning and Transformers.
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Detoxify offers trained models and code for toxic comment classification, built using Pytorch Lightning and 🤗 Transformers. It addresses three Jigsaw challenges: Toxic comment classification, Unintended Bias in Toxic comments, and Multilingual toxic comment classification. The tool provides models like 'original', 'unbiased', and 'multilingual' which can predict toxicity in comments across several languages including English, French, Spanish, Italian, Portuguese, Turkish, and Russian. It is designed for research purposes, fine-tuning on specific datasets, and assisting content moderators in flagging harmful content. The project also highlights limitations and ethical considerations, particularly regarding potential biases towards vulnerable minority groups.
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