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
  ☆699Updated 2 weeks ago
• lqtrung1998 / mwp_ReFT
  ☆540Updated 5 months ago
• MARIO-Math-Reasoning / Super_MARIO
  ☆331Updated 2 weeks ago
• YuxiXie / MCTS-DPO
  This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.
  ☆318Updated 10 months ago
• huggingface / Math-Verify
  ☆782Updated last month
• dvlab-research / Step-DPO
  Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"
  ☆369Updated 5 months ago
• SimpleBerry / LLaMA-O1
  Large Reasoning Models
  ☆804Updated 6 months ago
• 0russwest0 / Agent-R1
  Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning
  ☆573Updated 3 weeks ago
• princeton-nlp / LESS
  [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
  ☆456Updated 8 months ago
• Eclipsess / Awesome-Efficient-Reasoning-LLMs
  Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
  ☆464Updated last week
• eddycmu / demystify-long-cot
  ☆300Updated 3 weeks ago
• allenai / reward-bench
  RewardBench: the first evaluation tool for reward models.
  ☆604Updated last week
• TsinghuaC3I / Awesome-RL-Reasoning-Recipes
  Awesome RL Reasoning Recipes ("Triple R")
  ☆697Updated last week
• hemingkx / Awesome-Efficient-Reasoning
  Paper list for Efficient Reasoning.
  ☆509Updated this week
• wjn1996 / Awesome-LLM-Reasoning-Openai-o1-Survey
  The related works and background techniques about Openai o1
  ☆222Updated 5 months ago
• ZubinGou / math-evaluation-harness
  A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨
  ☆226Updated last year
• waterhorse1 / LLM_Tree_Search
  (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training
  ☆276Updated last year
• GAIR-NLP / ToRL
  ☆220Updated last month
• GAIR-NLP / LIMR
  ☆203Updated 4 months ago
• zhentingqi / rStar
  ☆939Updated 5 months ago
• sail-sg / oat-zero
  A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.
  ☆241Updated 2 months ago
• princeton-nlp / SimPO
  [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
  ☆897Updated 4 months ago
• openpsi-project / ReaLHF
  Super-Efficient RLHF Training of LLMs with Parameter Reallocation
  ☆303Updated 2 months ago
• RLHFlow / RLHF-Reward-Modeling
  Recipes to train reward model for RLHF.
  ☆1,380Updated 2 months ago
• openreasoner / openr
  OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
  ☆1,788Updated 5 months ago
• RUCAIBox / R1-Searcher
  R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
  ☆566Updated 3 weeks ago
• OFA-Sys / gsm8k-ScRel
  Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
  ☆264Updated 9 months ago
• cmu-l3 / l1
  L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning
  ☆222Updated last month
• 0russwest0 / Awesome-Agent-RL
  ☆242Updated last month
• NovaSky-AI / SkyRL
  SkyRL-v0: Train Real-World Long-Horizon Agents via Reinforcement Learning
  ☆422Updated this week