How Fast Should a Model Commit to Supervision? Training Reasoning Models on the Tsallis Loss Continuum.

arXiv:2604.25907v3 Announce Type: replace-cross Abstract: The standard recipe for training reasoning models---SFT on rationale annotations followed by RLVR---relies on rationale annotations being available and clean. When no annotated rationales exist, SFT can