YuxiXie / MCTS-DPOLinks
This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.
☆321Updated last year
Alternatives and similar repositories for MCTS-DPO
Users that are interested in MCTS-DPO are comparing it to the libraries listed below
Sorting:
- ☆340Updated 3 months ago
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆279Updated last year
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆664Updated 7 months ago
- ☆205Updated 5 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆136Updated last month
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆378Updated 7 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆266Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆170Updated 3 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆252Updated last year
- Repo of paper "Free Process Rewards without Process Labels"☆162Updated 5 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆137Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆320Updated 2 months ago
- ☆315Updated 3 months ago
- ☆283Updated 3 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆189Updated 4 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆193Updated last year
- A version of verl to support diverse tool use☆474Updated this week
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆236Updated 3 weeks ago
- A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.☆245Updated 4 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆184Updated 7 months ago
- Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)☆209Updated 2 years ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆149Updated 10 months ago
- ☆209Updated 6 months ago
- ☆280Updated 8 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆295Updated this week
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆104Updated last month
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆147Updated 6 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated 9 months ago
- ☆51Updated 3 months ago
- A comprehensive collection of process reward models.☆107Updated last month