HuggingFace Daily Papers 👍 233 upvotes

Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation

🔗 https://huggingface.co/papers/2610.13521 ↗

Road MOPD reduces gradient conflicts in multi-teacher distillation by using cross-teacher agreement for token-level credit assignment and auxiliary gradients to constrain conflicting updates.

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