Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)
☆28Dec 19, 2023Updated 2 years ago
Alternatives and similar repositories for policy_optimization
Users that are interested in policy_optimization are comparing it to the libraries listed below
Sorting:
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆200Dec 16, 2023Updated 2 years ago
- Unofficial implementation of Chain of Hindsight (https://arxiv.org/abs/2302.02676) using pytorch and huggingface Trainers.☆11Apr 5, 2023Updated 2 years ago
- ☆17Oct 30, 2025Updated 4 months ago
- Code for Paper (Preserving Diversity in Supervised Fine-tuning of Large Language Models)☆52May 12, 2025Updated 9 months ago
- Self-Supervised Alignment with Mutual Information☆20May 24, 2024Updated last year
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆41Sep 24, 2024Updated last year
- Lipschitz Lifelong RL☆11Nov 6, 2020Updated 5 years ago
- ☆13May 30, 2019Updated 6 years ago
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆33Jul 14, 2025Updated 7 months ago
- Codebase for Inference-Time Policy Adapters☆25Nov 3, 2023Updated 2 years ago
- Source code for our paper "Pessimistic Decision-Making for Recommender Systems" published at ACM TORS, and RecSys 2021.☆11Dec 15, 2022Updated 3 years ago
- ☆51Oct 28, 2024Updated last year
- [ICLR 2025] Code&Data for the paper "Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization"☆14Jun 21, 2024Updated last year
- ☆12Dec 22, 2021Updated 4 years ago
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Feb 22, 2024Updated 2 years ago
- Source code for paper "Generative Flow Network for Listwise Recommendation"☆17Nov 8, 2024Updated last year
- Revisiting Peng's Q(lambda) for Modern Reinforcement Learning☆15Jul 23, 2021Updated 4 years ago
- [ACL 2025] "World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning." https://arxiv.org/abs/2503.1…☆17Jul 22, 2025Updated 7 months ago
- Levin tree search guided by both a policy and a heuristic function☆19Jul 13, 2023Updated 2 years ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆125Mar 22, 2024Updated last year
- [NeurIPS 2023] Code release for "Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity"☆19Oct 19, 2023Updated 2 years ago
- [ICML‘2024] "LoCoCo: Dropping In Convolutions for Long Context Compression", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen☆17Sep 7, 2024Updated last year
- Code for the paper Task Agnostic Morphology Evolution.☆20May 25, 2021Updated 4 years ago
- ☆17Dec 21, 2023Updated 2 years ago
- Repository for the EMNLP 2023 Demo Paper "Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data"☆19Jan 27, 2025Updated last year
- An evaluation suite for Retrieval-Augmented Generation (RAG).☆23Apr 26, 2025Updated 10 months ago
- ☆17Dec 12, 2020Updated 5 years ago
- ☆15Oct 20, 2020Updated 5 years ago
- Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"☆25Dec 12, 2023Updated 2 years ago
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Jan 17, 2024Updated 2 years ago
- Official implementation of ICLR'24 paper, "Curiosity-driven Red Teaming for Large Language Models" (https://openreview.net/pdf?id=4KqkizX…☆88Mar 15, 2024Updated last year
- Code for Abstract-to-Executable Trajectory Translation for One Shot Task Generalization (ICML 2023)☆23May 12, 2023Updated 2 years ago
- [ICML2023] Revisiting Data-Free Knowledge Distillation with Poisoned Teachers☆23Jul 7, 2024Updated last year
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆53Aug 10, 2025Updated 6 months ago
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆47Jan 19, 2024Updated 2 years ago
- [ICLR 2023 Oral] The official implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Reg…☆47Jul 27, 2023Updated 2 years ago
- re-implementation of the offline model-based RL algorithm MOPO in pytorch☆25Feb 28, 2022Updated 4 years ago
- ☆23Jul 5, 2024Updated last year
- Source code for the TMLR paper "Black-Box Prompt Learning for Pre-trained Language Models"☆57Sep 7, 2023Updated 2 years ago