YuxiXie / MCTS-DPOLinks
This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.
☆317Updated 10 months ago
Alternatives and similar repositories for MCTS-DPO
Users that are interested in MCTS-DPO are comparing it to the libraries listed below
Sorting:
- ☆331Updated 2 weeks ago
- Repo of paper "Free Process Rewards without Process Labels"☆153Updated 3 months ago
- ☆220Updated 3 weeks ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆639Updated 5 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆141Updated 4 months ago
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆276Updated last year
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆369Updated 5 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆124Updated this week
- ☆186Updated 2 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆136Updated last week
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆179Updated 2 months ago
- ☆297Updated 3 weeks ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆185Updated last year
- ☆202Updated 4 months ago
- A version of verl to support tool use☆251Updated this week
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆130Updated 11 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆264Updated 9 months ago
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆158Updated last month
- Deepseek R1 zero tiny version own reproduce on two A100s.☆67Updated 4 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆191Updated this week
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆226Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 9 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆143Updated 7 months ago
- Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)☆206Updated 2 years ago
- A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.☆240Updated 2 months ago
- ☆540Updated 5 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆220Updated last month
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆124Updated 3 months ago
- ☆276Updated 5 months ago
- ☆292Updated last week