Alternatives and similar repositories for ReST-MCTS

Users that are interested in ReST-MCTS are comparing it to the libraries listed below

• RUCAIBox / Slow_Thinking_with_LLMs
  A series of technical report on Slow Thinking with LLM
  ☆751Updated 4 months ago
• lqtrung1998 / mwp_ReFT
  ☆551Updated 11 months ago
• MARIO-Math-Reasoning / Super_MARIO
  ☆341Updated 6 months ago
• YuxiXie / MCTS-DPO
  This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.
  ☆326Updated last year
• huggingface / Math-Verify
  ☆1,024Updated 5 months ago
• dvlab-research / Step-DPO
  Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"
  ☆388Updated 10 months ago
• TIGER-AI-Lab / verl-tool
  A version of verl to support diverse tool use
  ☆722Updated 2 weeks ago
• zhentingqi / rStar
  ☆968Updated 10 months ago
• ElliottYan / LUFFY
  Official Repository of "Learning to Reason under Off-Policy Guidance"
  ☆383Updated 2 months ago
• GAIR-NLP / ToRL
  ☆319Updated 6 months ago
• princeton-nlp / LESS
  [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
  ☆509Updated last year
• SimpleBerry / LLaMA-O1
  Large Reasoning Models
  ☆807Updated last year
• allenai / reward-bench
  RewardBench: the first evaluation tool for reward models.
  ☆667Updated 6 months ago
• sail-sg / oat-zero
  A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.
  ☆248Updated 7 months ago
• eddycmu / demystify-long-cot
  ☆328Updated 6 months ago
• princeton-nlp / SimPO
  [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
  ☆933Updated 9 months ago
• Eclipsess / Awesome-Efficient-Reasoning-LLMs
  [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
  ☆705Updated last month
• JerryWu-code / TinyZero
  Deepseek R1 zero tiny version own reproduce on two A100s.
  ☆77Updated 10 months ago
• ZubinGou / math-evaluation-harness
  A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨
  ☆270Updated last year
• waterhorse1 / LLM_Tree_Search
  (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training
  ☆283Updated last year
• wjn1996 / Awesome-LLM-Reasoning-Openai-o1-Survey
  The related works and background techniques about Openai o1
  ☆221Updated 11 months ago
• CJReinforce / PURE
  Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"
  ☆144Updated last month
• PRIME-RL / Entropy-Mechanism-of-RL
  The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.
  ☆396Updated 5 months ago
• qiancheng0 / ToolRL
  ☆392Updated last month
• 0russwest0 / Agent-R1
  Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning
  ☆1,025Updated 2 weeks ago
• cmu-l3 / l1
  L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning
  ☆257Updated 7 months ago
• 0russwest0 / Awesome-Agent-RL
  ☆441Updated 2 months ago
• TsinghuaC3I / MARTI
  A Framework for LLM-based Multi-Agent Reinforced Training and Inference
  ☆366Updated 3 weeks ago
• Gen-Verse / ReasonFlux
  [NeurIPS 2025 Spotlight] ReasonFlux (long-CoT), ReasonFlux-PRM (process reward model) and ReasonFlux-Coder (code generation)
  ☆506Updated 2 months ago
• RUC-NLPIR / ARPO
  The official code of ARPO & AEPO
  ☆822Updated 3 weeks ago