zwq2018 / Multi-modal-Self-instructLinks
The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
☆83Updated 6 months ago
Alternatives and similar repositories for Multi-modal-Self-instruct
Users that are interested in Multi-modal-Self-instruct are comparing it to the libraries listed below
Sorting:
- Preference Learning for LLaVA☆48Updated 9 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆55Updated 9 months ago
- ☆100Updated last year
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆55Updated 8 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆46Updated 9 months ago
- Official repository of MMDU dataset☆93Updated 10 months ago
- ☆85Updated 7 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆79Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆80Updated 9 months ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆85Updated last week
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆105Updated 2 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆91Updated last year
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆139Updated 2 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆85Updated 11 months ago
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆167Updated 5 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆70Updated 2 months ago
- Official implement of MIA-DPO☆64Updated 7 months ago
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆57Updated last year
- (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆48Updated 2 months ago
- ☆45Updated 7 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆115Updated 9 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆36Updated 4 months ago
- A Self-Training Framework for Vision-Language Reasoning☆82Updated 7 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆132Updated 4 months ago
- Official implementation of our paper "Finetuned Multimodal Language Models are High-Quality Image-Text Data Filters".☆63Updated 4 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆47Updated 5 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated 10 months ago
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆14Updated 8 months ago
- ☆50Updated last year