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Исследования2026年10月22日

D-Skill: Distilling Teacher Knowledge through Agent Skills

arXiv:2610.28914v1 Announce Type: new Abstract: Frontier language-model agents excel at complex tasks, but high inference costs make transferring their capabilities to smaller models essential. Traditional knowledge distillation achieves this through parameter updates, requiring…

Shuo Yuan, Dacheng Li, Joseph E. Gonzalez·arXiv — cs.AI
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Key Takeaways
  • 01.arXiv:2610.28914v1 Announce Type: new Abstract: Frontier language-model agents excel at complex tasks, but high inference costs make transferring their capabilities to smaller models essential
  • 02.Traditional knowledge distillation achieves this through parameter updates, requiring…

This material is provided as an extended analytical summary.

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