YangRui2015 / Generalizable-Reward-ModelLinks
Code for NeurIPS 2024 paper "Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs"
☆40Updated 7 months ago
Alternatives and similar repositories for Generalizable-Reward-Model
Users that are interested in Generalizable-Reward-Model are comparing it to the libraries listed below
Sorting:
- Rewarded soups official implementation☆60Updated 2 years ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆88Updated last year
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆148Updated 7 months ago
- Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"☆75Updated 3 months ago
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆47Updated last year
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆46Updated 3 months ago
- [ACL'24, Outstanding Paper] Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!☆38Updated last year
- An index of algorithms for reinforcement learning from human feedback (rlhf))☆93Updated last year
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆66Updated 6 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆193Updated 5 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆193Updated last year
- Code for "Reasoning to Learn from Latent Thoughts"☆119Updated 6 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…☆36Updated 2 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆164Updated 6 months ago
- A Sober Look at Language Model Reasoning☆83Updated this week
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆123Updated last year
- ☆167Updated 4 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆340Updated 2 months ago
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆28Updated last year
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆186Updated 8 months ago
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆174Updated 4 months ago
- GenRM-CoT: Data release for verification rationales☆65Updated 11 months ago
- ☆207Updated 6 months ago
- ☆33Updated 11 months ago
- Reinforced Multi-LLM Agents training☆48Updated 3 months ago
- This is an official implementation of the paper ``Building Math Agents with Multi-Turn Iterative Preference Learning'' with multi-turn DP…☆30Updated 10 months ago
- A brief and partial summary of RLHF algorithms.☆132Updated 7 months ago
- ☆45Updated last year
- code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning☆41Updated last year
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆56Updated last year