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Unbiased Top-$k$ Estimation for On-Policy Distillation

Meng, Linjian et al.
arXiv (All) · Papers
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computation-and-languagemachine-learning
On-policy distillation (OPD) is becoming an important component of large language model (LLM) post-training for transferring the reasoning capability of a strong teacher LLM to a weaker student LLM. OPD trains the student by minimizing the reverse KL divergence between the teacher and the student vi
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