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machine-learningdata-ai
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.
maintainer
Orchestra-Research
更新於 2025/11/20
星標
6563
分支
515
quick start
Installation and usage
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.
安裝
$ install --globalskills.sh
使用
安裝後,您可以透過在終端機執行以下指令來使用此技能:
skills use knowledge-distillation