(ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training
☆285May 26, 2024Updated last year
Alternatives and similar repositories for LLM_Tree_Search
Users that are interested in LLM_Tree_Search are comparing it to the libraries listed below
Sorting:
- ☆342Jun 5, 2025Updated 9 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆692Jan 20, 2025Updated last year
- ☆72Apr 2, 2024Updated last year
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆329Jan 29, 2026Updated last month
- A library for advanced large language model reasoning☆2,336Jun 10, 2025Updated 8 months ago
- ☆1,033Dec 17, 2024Updated last year
- O1 Replication Journey☆1,999Jan 14, 2025Updated last year
- [NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling bett…☆298Nov 16, 2024Updated last year
- ☆79Nov 19, 2024Updated last year
- [ICLR 2025] Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist☆35Oct 23, 2024Updated last year
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆2,094Jun 1, 2023Updated 2 years ago
- OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models☆1,833Jan 17, 2025Updated last year
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆270Sep 12, 2024Updated last year
- Reasoning with Language Model is Planning with World Model☆186Aug 25, 2023Updated 2 years ago
- Repo for Anonymous purpose, pls don't distribute☆10Oct 2, 2024Updated last year
- Script for processing OpenAI's PRM800K process supervision dataset into an Alpaca-style instruction-response format☆27Jul 12, 2023Updated 2 years ago
- ☆969Jan 23, 2025Updated last year
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆121Dec 10, 2024Updated last year
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆392Jan 19, 2025Updated last year
- ☆29May 8, 2024Updated last year
- Scalable RL solution for advanced reasoning of language models☆1,809Mar 18, 2025Updated 11 months ago
- [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)☆50Dec 15, 2023Updated 2 years ago
- [ICML 2024] Official repository for "Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models"☆818Jul 30, 2024Updated last year
- ☆43Sep 19, 2024Updated last year
- A series of technical report on Slow Thinking with LLM☆761Aug 13, 2025Updated 6 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆124Sep 9, 2024Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆184May 20, 2025Updated 9 months ago
- ☆30Dec 27, 2024Updated last year
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆273Apr 26, 2024Updated last year
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,235May 8, 2024Updated last year
- GenRM-CoT: Data release for verification rationales☆68Oct 16, 2024Updated last year
- ☆320Sep 18, 2024Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆66Oct 18, 2024Updated last year
- Repo of paper "Free Process Rewards without Process Labels"☆169Mar 14, 2025Updated 11 months ago
- ☆552Jan 2, 2025Updated last year
- Technical report of Kimina-Prover Preview.☆362Jul 10, 2025Updated 7 months ago
- [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models☆5,851Jan 16, 2025Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,084Updated this week
- ☆70Jun 18, 2025Updated 8 months ago