Individual skill
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.
tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/ai-research/emerging-techniques-knowledge-distillation/SKILL.md
Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8
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- Observed behavior
- Not checked yet
- Last checked
- Nov 8, 2026
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Repository context
- Repository stars (not skill ratings)
- 1,970
- Repository last updated
- Nov 7, 2026
- License
- NOASSERTION
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- ai-agents Repository topic
- cli Repository topic
- developer-tools Repository topic
- rust Repository topic
- emerging-techniques Declared skill tag
- knowledge-distillation Declared skill tag
- model-compression Declared skill tag
- teacher-student Declared skill tag
- minillm Declared skill tag
- reverse-kld Declared skill tag
- soft-targets Declared skill tag
- temperature-scaling Declared skill tag
- logit-distillation Declared skill tag
- model-transfer Declared skill tag
- engineering Derived category
Files and excerpt
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Browse files
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