[AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Vision-Language Models (e.g., LLaVA-Next) under a fixed token budget.
☆45Apr 18, 2025Updated 11 months ago
Alternatives and similar repositories for HiRED
Users that are interested in HiRED 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] FlexAttention for Efficient High-Resolution Vision-Language Models☆46Jan 8, 2025Updated last year
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆143Mar 6, 2025Updated last year
- [NAACL 2025🔥] MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference☆19Jun 19, 2025Updated 9 months ago
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆115Oct 12, 2025Updated 5 months ago
- [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…☆566Jan 4, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆12Jun 20, 2023Updated 2 years ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆36Jan 8, 2025Updated last year
- [ACL-26 Findings] Implementation for HiPrune, a training-free visual token pruning method for VLM acceleration.☆52Updated this week
- [CVPR 2026] Variation-aware Vision Token Dropping for Faster Large Vision-Language Models☆29Mar 18, 2026Updated 3 weeks ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" and "Sp…☆257Dec 22, 2025Updated 3 months ago
- Visual Instruction Tuning for Qwen2 Base Model☆42Jun 29, 2024Updated last year
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆110Jun 29, 2025Updated 9 months ago
- A huge dataset for Document Visual Question Answering☆21Jul 29, 2024Updated last year
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆165Mar 8, 2026Updated last month
- 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.
- [ECCV 2024] Efficient Inference of Vision Instruction-Following Models with Elastic Cache☆43Jul 26, 2024Updated last year
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆120Dec 12, 2025Updated 3 months ago
- ☆14Apr 25, 2025Updated 11 months ago
- ☆66Jan 23, 2026Updated 2 months ago
- [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
- A paper list of some recent works about Token Compress for Vit and VLM☆875Apr 3, 2026Updated last week
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆203Jun 18, 2025Updated 9 months ago
- [CVPR 2025] PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models☆53Jun 12, 2025Updated 9 months ago
- [NeurIPS 2024] The official implementation of ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification☆31Mar 30, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Larg…☆47Mar 2, 2026Updated last month
- ☆12Dec 20, 2024Updated last year
- ☆11Sep 20, 2024Updated last year
- ☆21Feb 5, 2024Updated 2 years ago
- The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025☆278May 26, 2025Updated 10 months ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆131Nov 26, 2025Updated 4 months ago
- [ICCV 2025] SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs☆82Jan 17, 2026Updated 2 months ago
- [NeurIPS 2024] Efficient Large Multi-modal Models via Visual Context Compression☆67Feb 19, 2025Updated last year
- HippoMM: Hippocampal-inspired Multimodal Memory☆20May 22, 2025Updated 10 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code release for VTW (AAAI 2025 Oral)☆66Nov 4, 2025Updated 5 months ago
- ZORB: A Derivative-Free Backpropagation Algorithm for Neural Networks☆22Nov 17, 2020Updated 5 years ago
- [ICCVW 25] LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning☆159Aug 8, 2025Updated 8 months ago
- ECCV24 "ReMamber: Referring Image Segmentation with Mamba Twister" official repository.☆45Jul 11, 2024Updated last year
- Fine tune LLaVA 1.5 - based on article by wandb☆13Feb 19, 2024Updated 2 years ago
- ☆47Nov 8, 2024Updated last year
- Code for "AVG-LLaVA: A Multimodal Large Model with Adaptive Visual Granularity"☆33Oct 12, 2024Updated last year