Alternatives and similar repositories for MCTS-DPO

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

• MARIO-Math-Reasoning / Super_MARIO
  ☆334Updated last month
• waterhorse1 / LLM_Tree_Search
  (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training
  ☆278Updated last year
• kanishkg / cognitive-behaviors
  ☆199Updated 3 months ago
• ZubinGou / math-evaluation-harness
  A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨
  ☆227Updated last year
• THUDM / ReST-MCTS
  ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)
  ☆643Updated 5 months ago
• dvlab-research / Step-DPO
  Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"
  ☆372Updated 5 months ago
• OFA-Sys / gsm8k-ScRel
  Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
  ☆265Updated 10 months ago
• QwenLM / ProcessBench
  Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"
  ☆165Updated last month
• PRIME-RL / ImplicitPRM
  Repo of paper "Free Process Rewards without Process Labels"
  ☆154Updated 3 months ago
• TsinghuaC3I / MARTI
  A Framework for LLM-based Multi-Agent Reinforced Training and Inference
  ☆152Updated 3 weeks ago
• tongyx361 / Awesome-LLM4Math
  Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…
  ☆132Updated last year
• GAIR-NLP / ToRL
  ☆238Updated last month
• CJReinforce / PURE
  Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"
  ☆128Updated 2 weeks ago
• eddycmu / demystify-long-cot
  ☆303Updated last month
• liziniu / ReMax
  Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)
  ☆188Updated last year
• Vance0124 / Token-level-Direct-Preference-Optimization
  Reference implementation for Token-level Direct Preference Optimization(TDPO)
  ☆141Updated 4 months ago
• GAIR-NLP / LIMR
  ☆205Updated 4 months ago
• YifeiZhou02 / ArCHer
  Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"
  ☆179Updated 2 months ago
• TIGER-AI-Lab / verl-tool
  A version of verl to support tool use
  ☆288Updated this week
• allenai / FineGrainedRLHF
  ☆278Updated 6 months ago
• PKU-Alignment / aligner
  [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct
  ☆178Updated 5 months ago
• sail-sg / oat-zero
  A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.
  ☆244Updated 2 months ago
• ezelikman / STaR
  Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)
  ☆206Updated 2 years ago
• sail-sg / CPO
  [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.
  ☆125Updated 3 months ago
• Yifan-Song793 / ETO
  Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)
  ☆146Updated 8 months ago
• WooooDyy / MathCritique
  Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".
  ☆55Updated 7 months ago
• PRIME-RL / Entropy-Mechanism-of-RL
  The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.
  ☆237Updated 2 weeks ago
• THUNLP-MT / StableToolBench
  A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.
  ☆160Updated 2 months ago
• RyanLiu112 / Awesome-Process-Reward-Models
  A comprehensive collection of process reward models.
  ☆95Updated 2 weeks ago
• MARIO-Math-Reasoning / MARIO_EVAL
  ☆49Updated 4 months ago