louieworth / awesome-rlhf
An index of algorithms for reinforcement learning from human feedback (rlhf))
☆87Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-rlhf
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆52Updated 2 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆104Updated 4 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆150Updated 10 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆111Updated last week
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆23Updated 10 months ago
- Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"☆46Updated this week
- A curated reading list for large language model (LLM) alignment. Take a look at our new survey "Large Language Model Alignment: A Survey"…☆71Updated last year
- ☆24Updated 7 months ago
- [ACL'24, Outstanding Paper] Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!☆29Updated 3 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆95Updated 2 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆72Updated 9 months ago
- Rewarded soups official implementation☆49Updated last year
- BeaverTails is a collection of datasets designed to facilitate research on safety alignment in large language models (LLMs).☆111Updated last year
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆80Updated 3 months ago
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆49Updated 5 months ago
- AI Alignment: A Comprehensive Survey☆128Updated last year
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆187Updated 3 months ago
- Official implementation of ICLR'24 paper, "Curiosity-driven Red Teaming for Large Language Models" (https://openreview.net/pdf?id=4KqkizX…☆60Updated 7 months ago
- ☆35Updated 9 months ago
- Explore what LLMs are really leanring over SFT☆26Updated 7 months ago
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆28Updated 2 weeks ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆102Updated 7 months ago
- ☆60Updated last month
- Direct preference optimization with f-divergences.☆11Updated this week
- [ATTRIB @ NeurIPS 2024] When Attention Sink Emerges in Language Models: An Empirical View☆27Updated 3 weeks ago
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆31Updated 3 months ago
- Paper collections of the continuous effort start from World Models.☆130Updated 4 months ago
- A continually updated list of literature on Reinforcement Learning from AI Feedback (RLAIF)☆137Updated last month
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆29Updated last month
- ☆19Updated 6 months ago