THUDM / ReST-MCTSLinks
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)
☆686Updated 11 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☆754Updated 4 months ago
- ☆551Updated last year
- ☆340Updated 7 months ago
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆328Updated last year
- ☆1,052Updated 6 months ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆389Updated 11 months ago
- A version of verl to support diverse tool use☆791Updated last week
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆511Updated last year
- ☆969Updated 11 months ago
- RewardBench: the first evaluation tool for reward models.☆674Updated 6 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆395Updated 3 months ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆935Updated 10 months ago
- The related works and background techniques about Openai o1☆221Updated 11 months ago
- ☆325Updated 7 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆712Updated 2 months ago
- ☆329Updated 7 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆271Updated last year
- Large Reasoning Models☆806Updated last year
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆148Updated 2 months ago
- Deepseek R1 zero tiny version own reproduce on two A100s.☆82Updated 11 months ago
- [NeurIPS 2025 Spotlight] ReasonFlux (long-CoT), ReasonFlux-PRM (process reward model) and ReasonFlux-Coder (code generation)☆513Updated 3 months ago
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆284Updated last year
- A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.☆249Updated 8 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆255Updated 4 months ago
- ☆404Updated 2 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆257Updated 7 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆384Updated last month
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆406Updated 5 months ago
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆667Updated 5 months ago
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,134Updated last month