EvolvingLMMs-Lab / multimodal-saeLinks
Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.
☆132Updated 4 months ago
Alternatives and similar repositories for multimodal-sae
Users that are interested in multimodal-sae are comparing it to the libraries listed below
Sorting:
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆73Updated last week
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆67Updated last year
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆77Updated last week
- [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision☆63Updated 10 months ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆141Updated 6 months ago
- OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement☆88Updated 2 weeks ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆103Updated 2 weeks ago
- ☆77Updated 4 months ago
- ☆53Updated 7 months ago
- Official PyTorch Implementation for Vision-Language Models Create Cross-Modal Task Representations, ICML 2025☆25Updated last month
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆112Updated last month
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆86Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆120Updated last year
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆64Updated 2 weeks ago
- ☆231Updated last week
- [NeurIPS 2024] A task generation and model evaluation system for multimodal language models.☆71Updated 6 months ago
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆56Updated 2 months ago
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆125Updated 11 months ago
- repo for paper https://arxiv.org/abs/2504.13837☆144Updated last week
- Codes for Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models☆222Updated 7 months ago
- [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models☆44Updated last month
- Function Vectors in Large Language Models (ICLR 2024)☆167Updated last month
- [ICLR 2025] Source code for paper "A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegr…☆75Updated 5 months ago
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆36Updated last week
- Code & Dataset for Paper: "Distill Visual Chart Reasoning Ability from LLMs to MLLMs"☆53Updated 7 months ago
- ☆102Updated last month
- ☆174Updated last month
- ☆81Updated 2 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆51Updated last week
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆42Updated 7 months ago