YuxiXie / MCTS-DPO
This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.
☆272Updated 5 months ago
Alternatives and similar repositories for MCTS-DPO:
Users that are interested in MCTS-DPO are comparing it to the libraries listed below
- ☆295Updated last month
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆521Updated 2 weeks ago
- A series of technical report on Slow Thinking with LLM☆297Updated last week
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆233Updated 4 months ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆329Updated 6 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆102Updated 6 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆94Updated this week
- A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.☆125Updated 4 months ago
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆251Updated 7 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆124Updated 6 months ago
- ☆265Updated last week
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆138Updated last month
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆145Updated 8 months ago
- ☆432Updated 2 weeks ago
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆171Updated 3 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆49Updated last month
- OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning☆90Updated 3 weeks ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆167Updated last year
- ☆119Updated last month
- RewardBench: the first evaluation tool for reward models.☆491Updated last week
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆400Updated 2 months ago
- The related works and background techniques about Openai o1☆192Updated last week
- ☆46Updated last month
- ☆61Updated 9 months ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆145Updated last month
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆88Updated 3 months ago
- ☆247Updated 5 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆62Updated this week
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆111Updated 4 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆109Updated 2 months ago