yinyueqin / relative-preference-optimization
Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Prompts
☆19Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for relative-preference-optimization
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆72Updated 7 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆39Updated 3 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆45Updated 5 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆57Updated 3 months ago
- [ATTRIB @ NeurIPS 2024 Oral] When Attention Sink Emerges in Language Models: An Empirical View☆29Updated last month
- Official code for "pi-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation", ICML 2023.☆32Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆59Updated 5 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆35Updated 3 weeks ago
- [NeurIPS-2024] The offical Implementation of "Instruction-Guided Visual Masking"☆29Updated last week
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆32Updated last month
- A Survey on the Honesty of Large Language Models☆47Updated last month
- EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning (ACL 2023)☆22Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆41Updated 4 months ago
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆43Updated 3 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆24Updated 4 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆33Updated last week
- ☆84Updated 11 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆93Updated 10 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆66Updated 9 months ago
- Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"☆28Updated last week
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆74Updated 6 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆97Updated 2 months ago
- ☆23Updated 3 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆73Updated 7 months ago
- ☆28Updated 2 weeks ago
- DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆15Updated 3 months ago
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"☆63Updated 10 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆55Updated 3 months ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆30Updated 8 months ago
- ☆47Updated 4 months ago