THUDM / ReST-MCTSLinks
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)
☆680Updated 10 months ago
Alternatives and similar repositories for ReST-MCTS
Users that are interested in ReST-MCTS are comparing it to the libraries listed below
Sorting:
- A series of technical report on Slow Thinking with LLM☆748Updated 3 months ago
- ☆551Updated 11 months ago
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆327Updated last year
- ☆341Updated 6 months ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆388Updated 10 months ago
- A version of verl to support diverse tool use☆714Updated last week
- ☆1,015Updated 5 months ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆931Updated 9 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆506Updated last year
- ☆966Updated 10 months ago
- RewardBench: the first evaluation tool for reward models.☆663Updated 5 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆380Updated 2 months ago
- Large Reasoning Models☆807Updated last year
- ☆316Updated 6 months ago
- The related works and background techniques about Openai o1☆221Updated 10 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆271Updated last year
- ☆327Updated 6 months ago
- ☆390Updated last month
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆701Updated last month
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆283Updated last year
- Deepseek R1 zero tiny version own reproduce on two A100s.☆77Updated 10 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆142Updated last month
- A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.☆248Updated 7 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆390Updated 4 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆357Updated 2 weeks ago
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆659Updated 4 months ago
- Super-Efficient RLHF Training of LLMs with Parameter Reallocation☆326Updated 7 months ago
- Trinity-RFT is a general-purpose, flexible and scalable framework designed for reinforcement fine-tuning (RFT) of large language models (…☆422Updated this week
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆257Updated 6 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆267Updated last year