YangRui2015 / RiCLinks
Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"
☆78Updated 6 months ago
Alternatives and similar repositories for RiC
Users that are interested in RiC are comparing it to the libraries listed below
Sorting:
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆94Updated last year
- Rewarded soups official implementation☆62Updated 2 years ago
- Official code for "Decoding-Time Language Model Alignment with Multiple Objectives".☆29Updated last year
- ☆46Updated last year
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆70Updated 8 months ago
- This my attempt to create Self-Correcting-LLM based on the paper Training Language Models to Self-Correct via Reinforcement Learning by g…☆37Updated 5 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆150Updated 10 months ago
- Code for NeurIPS 2024 paper "Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs"☆43Updated 10 months ago
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆50Updated last year
- Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples☆44Updated 5 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆85Updated 9 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆125Updated last year
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆191Updated 11 months ago
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆34Updated 11 months ago
- [ACL'24, Outstanding Paper] Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!☆38Updated last year
- official code for paper Probing the Decision Boundaries of In-context Learning in Large Language Models. https://arxiv.org/abs/2406.11233…☆19Updated 5 months ago
- A Sober Look at Language Model Reasoning☆92Updated last month
- An index of algorithms for reinforcement learning from human feedback (rlhf))☆92Updated last year
- A repo for RLHF training and BoN over LLMs, with support for reward model ensembles.☆46Updated 11 months ago
- [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization☆32Updated 11 months ago
- 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 2025] "From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?"☆50Updated 2 months ago
- ☆24Updated last year
- ☆218Updated 9 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆199Updated 2 years ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆37Updated last year
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆88Updated 9 months ago
- [AI4MATH@ICML2025] Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs☆41Updated 7 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆50Updated 6 months ago
- ☆54Updated last year