ZHZisZZ / modpoLinks
[ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization
☆91Updated 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"☆77Updated 4 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆148Updated 8 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☆188Updated 9 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆194Updated last year
- Code for NeurIPS 2024 paper "Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs"☆41Updated 8 months ago
- A Sober Look at Language Model Reasoning☆86Updated 3 weeks ago
- Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples☆44Updated 3 months ago
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆49Updated last year
- An index of algorithms for reinforcement learning from human feedback (rlhf))☆92Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆360Updated 3 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆130Updated 7 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆46Updated 4 months ago
- Rewarded soups official implementation☆60Updated 2 years ago
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆57Updated last year
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆66Updated 6 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated 11 months ago
- Reinforced Multi-LLM Agents training☆56Updated 4 months ago
- [ACL'24, Outstanding Paper] Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!☆38Updated last year
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆128Updated 5 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆164Updated 7 months ago
- [ICML 2025] "From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium"☆27Updated 3 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆196Updated 6 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆64Updated 3 months ago
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆115Updated 2 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆139Updated last week
- ☆67Updated 6 months ago
- ☆129Updated 7 months ago
- 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
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆69Updated 6 months ago