Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration

Yang Zhao, Yangou Ouyang, Xiao Ding +8

While Hybrid Supervised Fine-Tuning (SFT) followed by Reinforcement Learning (RL) has become the standard paradigm for training LLM agents, effective mechanisms for data allocation…