Victorwz / MLM_Filter
Official implementation of our paper "Finetuned Multimodal Language Models are High-Quality Image-Text Data Filters".
☆55Updated 3 weeks ago
Alternatives and similar repositories for MLM_Filter:
Users that are interested in MLM_Filter are comparing it to the libraries listed below
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆78Updated 3 months ago
- ☆133Updated last year
- Matryoshka Multimodal Models☆101Updated 3 months ago
- Preference Learning for LLaVA☆44Updated 5 months ago
- [EMNLP 2023] TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding☆50Updated last year
- Official repo for StableLLAVA☆95Updated last year
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆46Updated 4 months ago
- Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".☆58Updated last year
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆28Updated last month
- ☆91Updated last year
- ☆63Updated last year
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆56Updated 7 months ago
- ☆56Updated 9 months ago
- [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …☆111Updated last month
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆53Updated last week
- Official repository of MMDU dataset☆89Updated 7 months ago
- Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models☆44Updated 10 months ago
- ☆30Updated 9 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆47Updated last month
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆133Updated 5 months ago
- [ICLR 2025] Source code for paper "A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegr…☆75Updated 4 months ago
- ACL'24 (Oral) Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback☆64Updated 7 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆49Updated 5 months ago
- ☆51Updated last year
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆69Updated 7 months ago
- VPEval Codebase from Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)☆44Updated last year
- MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment☆34Updated 10 months ago
- This is the official repo for ByteVideoLLM/Dynamic-VLM☆20Updated 4 months ago
- ☆45Updated 11 months ago
- ☆99Updated last year