knowledge-distillation
Orchestra-Research/AI-Research-SKILLs/19-emerging-techniques/knowledge-distillation
PlatformUniversal
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.