ZhaolinGao / REBEL
☆31Updated 4 months ago
Alternatives and similar repositories for REBEL:
Users that are interested in REBEL are comparing it to the libraries listed below
- Rewarded soups official implementation☆58Updated last year
- Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients☆26Updated 7 months ago
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Updated 9 months ago
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆43Updated last year
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆28Updated last year
- Dateset Reset Policy Optimization☆30Updated last year
- ☆30Updated 5 months ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆53Updated 2 weeks ago
- A repo for RLHF training and BoN over LLMs, with support for reward model ensembles.☆42Updated 3 months ago
- ☆33Updated last month
- ☆90Updated 9 months ago
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆54Updated 10 months ago
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆28Updated last year
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆29Updated 6 months ago
- Code and data for the paper "Understanding Hidden Context in Preference Learning: Consequences for RLHF"☆29Updated last year
- Directional Preference Alignment☆57Updated 6 months ago
- ☆31Updated 3 months ago
- Official PyTorch Implementation of the Longhorn Deep State Space Model☆50Updated 4 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 7 months ago
- ☆55Updated last month
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆151Updated 5 months ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆56Updated 6 months ago
- ☆39Updated last year
- This is an official implementation of the paper ``Building Math Agents with Multi-Turn Iterative Preference Learning'' with multi-turn DP…☆25Updated 4 months ago
- Self-Supervised Alignment with Mutual Information☆16Updated 10 months ago
- Uni-RLHF platform for "Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback" (ICLR2024…☆36Updated 5 months ago
- What Makes a Reward Model a Good Teacher? An Optimization Perspective☆22Updated last week
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆43Updated this week
- Code for the paper: Dense Reward for Free in Reinforcement Learning from Human Feedback (ICML 2024) by Alex J. Chan, Hao Sun, Samuel Holt…☆28Updated 8 months ago
- ☆54Updated 5 months ago