SG-OPD adds sign-consistency gating and phased teacher sampling to on-policy distillation, reporting average gains of 1.98 per sample and 7.50 per question over standard OPD on math benchmarks.
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SG-OPD: Sign-Gated On-Policy Distillation via Sign-Consistency Gating and Phased Teacher Sampling
SG-OPD adds sign-consistency gating and phased teacher sampling to on-policy distillation, reporting average gains of 1.98 per sample and 7.50 per question over standard OPD on math benchmarks.