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Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall

He, Jacqueline et al.
arXiv (All) · Papers
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computation-and-language
Logit-based knowledge distillation (KD) is used to train smaller language models (LMs) via supervision from stronger teachers, but whether its benefits are consistent across training stages remains unclear. Through controlled experiments, we find that forward Kullback-Leibler (KL) distillation--the
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