zepingyu0512 / llava-mechanismLinks
code for arxiv paper: Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering
☆17Updated 5 months ago
Alternatives and similar repositories for llava-mechanism
Users that are interested in llava-mechanism are comparing it to the libraries listed below
Sorting:
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆42Updated 7 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 5 months ago
- ☆59Updated 9 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆60Updated 5 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆59Updated last year
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- ☆38Updated 3 months ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆22Updated 3 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated 2 months ago
- ☆53Updated 7 months ago
- ☆13Updated 10 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆73Updated last week
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆58Updated 6 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆38Updated 11 months ago
- ☆10Updated 3 months ago
- ☆29Updated last year
- ☆29Updated last year
- ☆11Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆39Updated 4 months ago
- ☆46Updated 7 months ago
- A Survey on the Honesty of Large Language Models☆57Updated 5 months ago
- Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models☆36Updated last week
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆27Updated this week
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆35Updated 3 weeks ago
- ☆18Updated last month
- ☆12Updated 11 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆74Updated 6 months ago
- AbstainQA, ACL 2024☆25Updated 7 months ago
- The repository of the project "Fine-tuning Large Language Models with Sequential Instructions", code base comes from open-instruct and LA…☆29Updated 6 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆51Updated last week