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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Qing-Yuan Zheng

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#artificial intelligence Preprint Nov 2026

Shuffled OPSD: When Semantic Consistency Hurts On-Policy Self-Distillation?

Knowledge distillation improves a student model's reasoning ability through supervision from a teacher. On-policy self-distillation (OPSD) uses the same model as both teacher and student under different contexts: the student generates reasoning trajectories from the question alone, while the teacher additionally receiv...

Qing-Yuan Zheng, Zhi-Hao Dou · 0 citations

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