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Koyoshi Shindo

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#machine learning Preprint Oct 2026

Latent-MOPD: Latent Multi-Teacher On-Policy Distillation

On-policy distillation (OPD) trains a student on the responses it generates. Existing LLM multi-teacher OPD transfers what specialists predict through their output distributions. We introduce Latent-MOPD, to our knowledge the first representation-level multi-teacher OPD method for LLMs. It integrates existing specialis...

Zheng-Yu Fang, Seoyeon Hong, Jie Yang et al. · 0 citations

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