Internalizing Curriculum Judgment for LLM Reinforcement Fine-Tuning.

arXiv:2605.11235v2 Announce Type: replace-cross Abstract: In LLM Reinforcement Fine-Tuning (RFT), curriculum learning drives both efficiency and performance. Yet, current methods externalize curriculum judgment via handcrafted heuristics or auxiliary models, r