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01 ·Distillation & Compression·★ MEMBER·PAPER·9 min read A Field Guide to Distillation Recipes — logit, feature, attention, self Every distillation recipe is an answer to one question: which part of the teacher should the student match? This guide lines up output (logit), intermediate feature (FitNet), attention, and self-distillation in one table and four equations, then turns the choice into a decision you make from constraints — is the teacher behind an API, do the layers line up, do the head counts match.