Conflict-Aware Logit Adapters for Utility-Preserving Anti-Distillation

Quoc Phong Dao, Binh Anh Nguyen, Linh Ngo Van +3

While reasoning traces improve model capability, they also provide supervision signals for downstream distillation. Initial efforts to mitigate this issue rely on decoding-time int…