knowledge-distillation

github:zechenzhangAGI/AI-research-SKILLs · first seen 2026-10-31 · source · badge

Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT-4 capabilities to open-source models, or reducing inference costs. Covers temperature scaling, soft targets, reverse KLD, logit distillation, and MiniLLM training strategies.

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