Alternatives and similar repositories for ToRL

Users that are interested in ToRL are comparing it to the libraries listed below

• ElliottYan / LUFFY
  Official Repository of "Learning to Reason under Off-Policy Guidance"
  ☆364Updated last month
• qiancheng0 / ToolRL
  ☆378Updated 3 weeks ago
• TIGER-AI-Lab / verl-tool
  A version of verl to support diverse tool use
  ☆668Updated last week
• TsinghuaC3I / MARTI
  A Framework for LLM-based Multi-Agent Reinforced Training and Inference
  ☆336Updated 2 weeks ago
• GAIR-NLP / LIMR
  ☆212Updated 8 months ago
• ltzheng / SimpleTIR
  End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
  ☆318Updated last month
• cmu-l3 / l1
  L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning
  ☆258Updated 6 months ago
• ReTool-RL / ReTool
  ☆231Updated 3 months ago
• RyanLiu112 / GenPRM
  [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".
  ☆85Updated last week
• RUC-NLPIR / Tool-Star
  🔧Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning
  ☆286Updated 3 weeks ago
• PRIME-RL / Entropy-Mechanism-of-RL
  The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.
  ☆375Updated 4 months ago
• CJReinforce / PURE
  Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"
  ☆139Updated 3 weeks ago
• ADaM-BJTU / OpenRFT
  OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning
  ☆152Updated 10 months ago
• RyanLiu112 / Awesome-Process-Reward-Models
  A comprehensive collection of process reward models.
  ☆119Updated last month
• eddycmu / demystify-long-cot
  ☆326Updated 5 months ago
• WooooDyy / MathCritique
  Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".
  ☆56Updated 11 months ago
• 0russwest0 / Awesome-Agent-RL
  ☆420Updated last month
• ruixin31 / Spurious_Rewards
  ☆336Updated 3 months ago
• CMU-AIRe / MRT
  Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".
  ☆114Updated 3 months ago
• IAAR-Shanghai / xVerify
  xVerify: Efficient Answer Verifier for Reasoning Model Evaluations
  ☆138Updated 6 months ago
• kanishkg / cognitive-behaviors
  ☆215Updated 7 months ago
• sail-sg / CPO
  [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.
  ☆131Updated 7 months ago
• zjunlp / WorfBench
  [ICLR 2025] Benchmarking Agentic Workflow Generation
  ☆132Updated 8 months ago
• QingyangZhang / Label-Free-RLVR
  ☆282Updated 4 months ago
• XiaoYee / Awesome_Efficient_LRM_Reasoning
  😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond
  ☆313Updated 3 weeks ago
• PRIME-RL / ImplicitPRM
  Repo of paper "Free Process Rewards without Process Labels"
  ☆165Updated 8 months ago
• MIT-MI / MEM1
  ☆153Updated 2 weeks ago
• InternLM / OREAL
  Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning
  ☆190Updated 7 months ago
• sail-sg / oat-zero
  A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.
  ☆248Updated 7 months ago
• GAIR-NLP / cognition-engineering
  Generative AI Act II: Test Time Scaling Drives Cognition Engineering
  ☆208Updated 6 months ago