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News/SODA: Semi On-Policy Black-Box Distillation for Large Language Models
arxiv
PublishedJuly 20, 2026 at 4:00 AM
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SODA: Semi On-Policy Black-Box Distillation for Large Language Models

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arXiv:2604.03873v4 Announce Type: replace-cross Abstract: Black-box knowledge distillation for large language models presents a strict trade-off. Simple off-policy methods (e.g., sequence-level knowledge distillation) struggle to correct the student's inherent errors. Fully on-policy methods (e.g.,

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