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OPD-Aha: From Linguistic Momentum to Visual Reflection in Multimodal On-Policy Distillation
Privileged on-policy distillation improves multimodal reasoning by allowing a teacher to evaluate student trajectories using rich, training-only visual evidence. Both models score these trajectories while conditioning on the same student-generated prefix. When a student misinterprets an image early
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