THUDM / ReST-MCTSLinks
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)
☆652Updated 5 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☆708Updated last month
- ☆337Updated last month
- ☆543Updated 6 months ago
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆318Updated 11 months ago
- ☆824Updated last week
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆372Updated 5 months ago
- Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆509Updated 2 weeks ago
- Large Reasoning Models☆805Updated 7 months ago
- ☆946Updated 5 months ago
- RewardBench: the first evaluation tool for reward models.☆612Updated last month
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆463Updated 8 months ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆908Updated 4 months ago
- The related works and background techniques about Openai o1☆223Updated 6 months ago
- A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.☆244Updated 3 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆231Updated last year
- Awesome RL Reasoning Recipes ("Triple R")☆745Updated 3 weeks ago
- ☆303Updated last month
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆128Updated 2 weeks ago
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆278Updated last year
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆637Updated last month
- ☆238Updated last month
- Paper list for Efficient Reasoning.☆541Updated 3 weeks ago
- Super-Efficient RLHF Training of LLMs with Parameter Reallocation☆306Updated 2 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆249Updated last month
- ☆270Updated last month
- ☆585Updated 3 months ago
- ☆205Updated 4 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆157Updated last month
- Deepseek R1 zero tiny version own reproduce on two A100s.☆69Updated 5 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆233Updated last month