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knowledge-distillation

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.

Clay-HHK
clay-hhk-claude-config-knowledge-distillation · v1.0.0
分类ai-llms
安装次数15
更新时间2026-08-20T12:04:11.336Z
校验状态待验证
Emerging TechniquesKnowledge DistillationModel CompressionTeacher-StudentMiniLLMReverse KLDSoft TargetsTemperature ScalingLogit DistillationModel Transfer