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Manaal Faruqui

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#artificial intelligence Preprint Oct 2026

Rethinking Self-Distillation for Multi-Teacher Capability Merging

Combining capabilities of multiple expert models trained starting from the same base checkpoint has become increasingly common in frontier language-model post-training. Recent trends suggest that multi-teacher on-policy distillation (MOPD) outperforms conventional off-policy methods. However, despite the higher inferen...

Roy Xie, Dan Friedman, Feng Nan et al. · 0 citations

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