LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
☆176Mar 8, 2026Updated 7 months ago
Alternatives and similar repositories for LLaVA-PruMerge
Users that are interested in LLaVA-PruMerge are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…☆600Jan 4, 2025Updated last year
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆153Mar 6, 2025Updated last year
- [ICML'25][TPAMI'26] Official implementation of paper "SparseVLM" and "SparseVLM+".☆288Jul 30, 2026Updated 3 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆209Jun 18, 2025Updated last year
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆39Jan 8, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official repository for VisionZip (CVPR 2025)☆461Jul 21, 2025Updated last year
- MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer☆51Sep 6, 2024Updated 2 years ago
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆122Oct 12, 2025Updated last year
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆118Nov 22, 2025Updated 11 months ago
- Official Implementation of paper "Distilling Long-tailed Datasets" [CVPR 2025]☆25Aug 13, 2025Updated last year
- [ICML 2025] CoreMatching: Co-adaptive Sparse Inference Framework for Comprehensive Acceleration of Vision Language Model☆16May 27, 2025Updated last year
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆46Oct 28, 2025Updated last year
- A paper list of some recent works about Token Compress for Vit and VLM☆965Updated this week
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆104Nov 9, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆23Jan 11, 2026Updated 9 months ago
- The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025☆283May 26, 2025Updated last year
- ☆70Jan 23, 2026Updated 9 months ago
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆116Jun 29, 2025Updated last year
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆90Oct 26, 2025Updated last year
- [NeurIPS 2024] Matryoshka Query Transformer for Large Vision-Language Models☆132Jul 1, 2024Updated 2 years ago
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆66Oct 9, 2025Updated last year
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆112Sep 20, 2025Updated last year
- ☆36Jun 3, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models☆92Apr 16, 2026Updated 6 months ago
- [ACL2026 Main] Data & Code of "Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods"☆37Apr 9, 2026Updated 6 months ago
- [ICCV 2025] Official code for paper: Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs☆85Jul 1, 2025Updated last year
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆58Apr 18, 2025Updated last year
- VisionZip: Practical Improvements from LLaVA to Qwen2-VL☆12Feb 23, 2025Updated last year
- Official Implementation of Paper FOLDER (ICCV2025) and Turbo (ECCV2024)☆15Jun 27, 2025Updated last year
- Matryoshka Multimodal Models☆126Jan 22, 2025Updated last year
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆74Sep 18, 2025Updated last year
- [ICCV 2025] QuEST: Efficient Finetuning for Low-bit Diffusion Models☆62Jun 26, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆12Jul 30, 2025Updated last year
- One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks☆4,483Updated this week
- LLaVA-Mini is a unified large multimodal model (LMM) that can support the understanding of images, high-resolution images, and videos in …☆573Jun 29, 2025Updated last year
- ☆192Jan 14, 2025Updated last year
- [ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers☆34Dec 30, 2024Updated last year
- 📚 Collection of token-level model compression resources.☆205Sep 3, 2025Updated last year
- Revisiting Visual Token Pruning for Vision-Language Model Acceleration☆11Jul 31, 2025Updated last year