THUDM / ReST-MCTS
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)
☆603Updated 2 months ago
Alternatives and similar repositories for ReST-MCTS:
Users that are interested in ReST-MCTS are comparing it to the libraries listed below
- A series of technical report on Slow Thinking with LLM☆615Updated this week
- ☆324Updated last month
- ☆574Updated 2 weeks ago
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆301Updated 7 months ago
- ☆513Updated 3 months ago
- A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.☆216Updated last week
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆424Updated 5 months ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆357Updated 2 months ago
- Large Reasoning Models☆800Updated 4 months ago
- ☆913Updated 2 months ago
- Super-Efficient RLHF Training of LLMs with Parameter Reallocation☆255Updated 2 months ago
- The related works and background techniques about Openai o1☆217Updated 2 months ago
- ☆216Updated this week
- RewardBench: the first evaluation tool for reward models.☆536Updated last month
- Paper list for Efficient Reasoning.☆331Updated this week
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆854Updated last month
- ☆262Updated 2 weeks ago
- A Survey on Efficient Reasoning for LLMs☆204Updated last week
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆391Updated last week
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆194Updated 11 months ago
- OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models☆1,736Updated 2 months ago
- ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates☆360Updated last week
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆313Updated 6 months ago
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆260Updated 8 months ago
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆260Updated 10 months ago
- ☆264Updated 8 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆252Updated 6 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆545Updated 3 months ago
- Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning☆161Updated 2 weeks ago
- Awesome RL-based LLM Reasoning☆352Updated last week