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Distillation is a category of techniques which generally speaking all extract knowledge from a target model to feed into a new model. Logit distillation require
by 0xbadcafebee 4mo ago
Distillation is a category of techniques which generally speaking all extract knowledge from a target model to feed into a new model. Logit distillation requires access to the source model layers; final token distillation doesn't. The former is more effective, but the latter can be done with generation tokens alone.
This article explains the difference (and addresses "they're distillin' our models!!!"): https://dev.to/p0rt/how-model-distillation-actually-works-and-what-the-china-distilled-our-model-headlines-really-3o0o https://dev.to/p0rt/how-model-distillation-actually-works-an...