Tatoxa Outperforms GPT-Class Models on Tatar Text Detoxification

Tatoxa is a fine-tuned detoxification system for Tatar, a low-resource Turkic language, that outperforms open-source and commercial LLMs on detoxification quality metrics. The release includes a new Tatar detoxification dataset, and cross-lingual transfer experiments show Russian is a stronger source language than other tested options.