POCL wraps LLM knowledge distillation in a curriculum that increases data difficulty and temperature over stages, improving Rouge-L on small GPT-2 and OPT students, though ablations show temperature drives the gains.
Curriculum tem- perature for knowledge distillation
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Being Strong Progressively! Enhancing Knowledge Distillation of Large Language Models through a Curriculum Learning Framework
POCL wraps LLM knowledge distillation in a curriculum that increases data difficulty and temperature over stages, improving Rouge-L on small GPT-2 and OPT students, though ablations show temperature drives the gains.