JIA-Lab-research / Step-DPOLinks
Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"
☆390Updated last year
Alternatives and similar repositories for Step-DPO
Users that are interested in Step-DPO are comparing it to the libraries listed below
Sorting:
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆688Updated last year
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆328Updated last year
- The related works and background techniques about Openai o1☆221Updated last year
- ☆341Updated 7 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆152Updated 3 months ago
- A series of technical report on Slow Thinking with LLM☆758Updated 5 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆259Updated 8 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆404Updated 3 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆269Updated last year
- ☆328Updated 7 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆411Updated 6 months ago
- ☆552Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆512Updated last year
- ☆215Updated 11 months ago
- ☆329Updated 8 months ago
- Deepseek R1 zero tiny version own reproduce on two A100s.☆83Updated 11 months ago
- A comprehensive collection of process reward models.☆134Updated 3 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆273Updated last year
- A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.☆249Updated 9 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆258Updated 5 months ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆394Updated last year
- ☆421Updated 3 months ago
- ☆303Updated 6 months ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆143Updated 2 months ago
- ☆322Updated last year
- Pre-trained, Scalable, High-performance Reward Models via Policy Discriminative Learning.☆164Updated 4 months ago
- A version of verl to support diverse tool use☆838Updated 3 weeks ago
- ☆223Updated 10 months ago
- OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning☆155Updated last year
- End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆350Updated 2 weeks ago