MrBlankness / TPOLinks
Pytorch implementation of Tree Preference Optimization (TPO) (Accepted by ICLR'25)
☆26Updated 9 months ago
Alternatives and similar repositories for TPO
Users that are interested in TPO are comparing it to the libraries listed below
Sorting:
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆73Updated 6 months ago
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆157Updated 3 months ago
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆65Updated last year
- A Sober Look at Language Model Reasoning☆92Updated 2 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆134Updated 10 months ago
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆50Updated last year
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆64Updated last year
- ☆51Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆77Updated 3 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆39Updated 2 years ago
- ☆141Updated 10 months ago
- ☆41Updated 2 years ago
- [ACL2025 Best Paper] Language Models Resist Alignment☆41Updated 7 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆69Updated 2 weeks ago
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆156Updated 7 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆65Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆124Updated last year
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆73Updated 9 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆127Updated last year
- ☆25Updated 9 months ago
- ☆53Updated 9 months ago
- Code for "Reasoning to Learn from Latent Thoughts"☆124Updated 10 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆81Updated 2 years ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆191Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆79Updated last year
- Repo of paper "Free Process Rewards without Process Labels"☆168Updated 10 months ago
- Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"☆41Updated 8 months ago
- RL with Experience Replay☆54Updated 6 months ago
- Reasoning Activation in LLMs via Small Model Transfer (NeurIPS 2025)☆21Updated 3 months ago