Running on CPU Upgrade Featured 3.11k The Smol Training Playbook 📚 3.11k The secrets to building world-class LLMs
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published Feb 9 • 74
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents Paper • 2507.03112 • Published Jul 3, 2025 • 34
ChARM: Character-based Act-adaptive Reward Modeling for Advanced Role-Playing Language Agents Paper • 2505.23923 • Published May 29, 2025 • 8
Don't Overthink it. Preferring Shorter Thinking Chains for Improved LLM Reasoning Paper • 2505.17813 • Published May 23, 2025 • 58
AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning Paper • 2505.11896 • Published May 17, 2025 • 58
WebThinker: Empowering Large Reasoning Models with Deep Research Capability Paper • 2504.21776 • Published Apr 30, 2025 • 59
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models Paper • 2505.14810 • Published May 20, 2025 • 62
ZeroSearch: Incentivize the Search Capability of LLMs without Searching Paper • 2505.04588 • Published May 7, 2025 • 65