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News/Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation

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arXiv:2604.11290v3 Announce Type: replace Abstract: Synthesizing supervised finetuning (SFT) data from language models (LMs) to teach smaller models multilingual tasks has become increasingly common. However, teacher model selection is often ad hoc, typically defaulting to the largest available opti

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