sail-sg / CPOLinks
[NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.
☆129Updated 5 months ago
Alternatives and similar repositories for CPO
Users that are interested in CPO are comparing it to the libraries listed below
Sorting:
- ☆67Updated 2 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆162Updated 5 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated 9 months ago
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆100Updated 2 weeks ago
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆170Updated 3 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆60Updated 10 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆110Updated 4 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆79Updated 5 months ago
- ☆205Updated 5 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆251Updated 3 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆81Updated 7 months ago
- ☆283Updated 3 months ago
- ☆49Updated 10 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆61Updated 9 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆184Updated 7 months ago
- ☆209Updated 6 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆60Updated last month
- RL Scaling and Test-Time Scaling (ICML'25)☆113Updated 7 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆69Updated 8 months ago
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆81Updated 3 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆104Updated last month
- Model merging is a highly efficient approach for long-to-short reasoning.☆80Updated 3 months ago
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆132Updated 2 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆137Updated last year
- ☆122Updated 6 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆149Updated 10 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆113Updated 9 months ago
- ☆68Updated last year
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆42Updated last month
- ☆66Updated 4 months ago