ZhaolinGao / REBELLinks
Reinforcement Learning via Regressing Relative Rewards
☆36Updated 9 months ago
Alternatives and similar repositories for REBEL
Users that are interested in REBEL are comparing it to the libraries listed below
Sorting:
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆47Updated last year
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆57Updated last year
- Rewarded soups official implementation☆60Updated 2 years ago
- ☆102Updated last year
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆32Updated last year
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆175Updated 4 months ago
- Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients☆26Updated last year
- RL algorithm: Advantage induced policy alignment☆65Updated 2 years ago
- Code for Contrastive Preference Learning (CPL)☆176Updated 10 months ago
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- ☆33Updated 9 months ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆66Updated 6 months ago
- Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"☆209Updated 2 years ago
- Directional Preference Alignment☆57Updated last year
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆17Updated 10 months ago
- implementation of dualformer☆20Updated 7 months ago
- ☆63Updated 7 months ago
- ☆151Updated 10 months ago
- ☆34Updated 7 months ago
- The official code release for Q#: Provably Optimal Distributional RL for LLM Post-Training☆16Updated 7 months ago
- [ICLR 2025] Code for the paper "Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning"☆77Updated 7 months ago
- ☆101Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆123Updated last year
- Code for the paper: Dense Reward for Free in Reinforcement Learning from Human Feedback (ICML 2024) by Alex J. Chan, Hao Sun, Samuel Holt…☆37Updated last year
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 5 months ago
- Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models☆63Updated 5 months ago
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆28Updated last year
- Reinforcing General Reasoning without Verifiers☆88Updated 3 months ago
- Lightweight Adapting for Black-Box Large Language Models☆23Updated last year