learning signals

3 papers

• Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay
• Token-Level Self-Play with Importance-Aware Guidance for Large Language Models
• Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning