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#token-level-correction

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arXiv cs.AI / cs.LG / cs.CLSep 21, 2026

onPanda: Efficient Annotation of On-Policy Alignment Data for LLMs and Agents via Token-Level Correction

onPanda cuts median alignment annotation time 52% via token-level correction that keeps data on-policy for SFT and preference training.

alignment annotation

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Hugging Face daily papersSep 20, 2026

onPanda: Efficient Annotation of On-Policy Alignment Data for LLMs and Agents via Token-Level Correction

onPanda corrects the first bad token and regenerates, cutting median alignment-annotation time by 52%.

onpanda alignment

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