ZHZisZZ / modpoLinks
[ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization
☆88Updated last year
Alternatives and similar repositories for modpo
Users that are interested in modpo are comparing it to the libraries listed below
Sorting:
- Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"☆75Updated 4 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆148Updated 7 months ago
- This my attempt to create Self-Correcting-LLM based on the paper Training Language Models to Self-Correct via Reinforcement Learning by g…☆37Updated 3 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆186Updated 8 months ago
- Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples☆44Updated 2 months ago
- A Sober Look at Language Model Reasoning☆83Updated last week
- Code for NeurIPS 2024 paper "Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs"☆40Updated 7 months ago
- [ACL'24, Outstanding Paper] Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!☆38Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆129Updated 6 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆193Updated last year
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆49Updated 11 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆340Updated 3 months ago
- Rewarded soups official implementation☆60Updated 2 years ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆46Updated 3 months ago
- An index of algorithms for reinforcement learning from human feedback (rlhf))☆93Updated last year
- ☆207Updated 6 months ago
- ☆51Updated 2 months ago
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆110Updated last month
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆37Updated last year
- Repo of paper "Free Process Rewards without Process Labels"☆164Updated 6 months ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆66Updated 6 months ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆59Updated 10 months ago
- ☆169Updated 4 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆123Updated last year
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆17Updated last year
- ☆45Updated last year
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆56Updated last year
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆137Updated 2 months ago
- ☆50Updated 11 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆62Updated 11 months ago