ZhangAIPI / YOPO_MLLM_PruningLinks
Pruning the VLLMs
☆104Updated 9 months ago
Alternatives and similar repositories for YOPO_MLLM_Pruning
Users that are interested in YOPO_MLLM_Pruning are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆194Updated 5 months ago
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆90Updated 2 months ago
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆132Updated 6 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆122Updated 6 months ago
- The Next Step Forward in Multimodal LLM Alignment☆178Updated 4 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆70Updated 8 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆144Updated 2 months ago
- A Simple Framework of Small-scale LMMs for Video Understanding☆91Updated 3 months ago
- ☆119Updated last year
- [EMNLP 2025 main] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆72Updated 2 weeks ago
- ☆55Updated 4 months ago
- ☆88Updated 8 months ago
- ☆72Updated 3 months ago
- [ICCV 2025] Official implementation of LLaVA-KD: A Framework of Distilling Multimodal Large Language Models☆95Updated 2 months ago
- [ACM MM25] The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"☆87Updated last month
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆107Updated 3 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆100Updated 10 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
- 【NeurIPS 2024】Dense Connector for MLLMs☆175Updated 11 months ago
- Official repository of "CoMP: Continual Multimodal Pre-training for Vision Foundation Models"☆31Updated 5 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated 11 months ago
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆41Updated 4 months ago
- [NeurIPS 24] MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks☆129Updated 9 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".☆157Updated 3 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆132Updated 4 months ago
- Code release for VTW (AAAI 2025 Oral)☆50Updated last month
- A collection of visual instruction tuning datasets.☆76Updated last year
- [ICCV 2025] Dynamic-VLM☆25Updated 9 months ago
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning☆102Updated 3 months ago
- Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆62Updated 3 months ago