dvlab-research / Step-DPOLinks
Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"
☆383Updated 8 months ago
Alternatives and similar repositories for Step-DPO
Users that are interested in Step-DPO are comparing it to the libraries listed below
Sorting:
- The related works and background techniques about Openai o1☆222Updated 8 months ago
- A series of technical report on Slow Thinking with LLM☆739Updated last month
- ☆341Updated 3 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆497Updated 11 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆337Updated 2 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆670Updated 8 months ago
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆325Updated last year
- ☆549Updated 9 months ago
- A version of verl to support diverse tool use☆570Updated this week
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆310Updated 2 weeks ago
- ☆318Updated 4 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆266Updated last year
- ☆269Updated 2 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆136Updated 2 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆256Updated 4 months ago
- ☆211Updated 7 months ago
- A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.☆244Updated 5 months ago
- A comprehensive collection of process reward models.☆110Updated 2 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆246Updated last month
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆258Updated last year
- Extrapolating RLVR to General Domains without Verifiers☆168Updated last month
- ☆352Updated 3 months ago
- ☆295Updated 4 months ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆130Updated 5 months ago
- ☆307Updated last year
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆374Updated last year
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆301Updated this week
- OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning☆149Updated 9 months ago
- Pre-trained, Scalable, High-performance Reward Models via Policy Discriminative Learning.☆157Updated last week
- ☆47Updated 7 months ago