ZhaolinGao / REBELLinks
Reinforcement Learning via Regressing Relative Rewards
☆37Updated 11 months ago
Alternatives and similar repositories for REBEL
Users that are interested in REBEL are comparing it to the libraries listed below
Sorting:
- Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients☆26Updated last year
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆179Updated 5 months ago
- ☆105Updated last year
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆57Updated last year
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆47Updated 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
- RL algorithm: Advantage induced policy alignment☆65Updated 2 years ago
- Rewarded soups official implementation☆62Updated 2 years ago
- Code for Contrastive Preference Learning (CPL)☆176Updated 11 months ago
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆69Updated 7 months ago
- ☆104Updated last year
- ☆33Updated last year
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆19Updated last year
- [ICLR 2025] Code for the paper "Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning"☆84Updated 9 months ago
- ☆63Updated 8 months ago
- ☆33Updated 10 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆125Updated last year
- Code for "Reasoning to Learn from Latent Thoughts"☆122Updated 7 months ago
- implementation of dualformer☆24Updated 8 months ago
- [ICLR 2025] "Training LMs on Synthetic Edit Sequences Improves Code Synthesis" (Piterbarg, Pinto, Fergus)☆19Updated 9 months ago
- Self-Supervised Alignment with Mutual Information☆21Updated last year
- Directional Preference Alignment☆57Updated last year
- Reinforcing General Reasoning without Verifiers☆92Updated 4 months ago
- Natural Language Reinforcement Learning☆100Updated 3 months ago
- Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models☆64Updated 6 months ago
- Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"☆210Updated 2 years ago
- Official PyTorch Implementation of the Longhorn Deep State Space Model☆56Updated 11 months ago
- ☆23Updated 9 months ago
- ☆31Updated 7 months ago