42Shawn / LLaVA-PruMerge
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
☆116Updated 9 months ago
Alternatives and similar repositories for LLaVA-PruMerge:
Users that are interested in LLaVA-PruMerge are comparing it to the libraries listed below
- Official implementation of the Law of Vision Representation in MLLMs☆150Updated 3 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆37Updated 2 months ago
- A collection of visual instruction tuning datasets.☆76Updated last year
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆98Updated last month
- Code release for VTW (AAAI 2025) Oral☆33Updated last month
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆148Updated last month
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆168Updated 5 months ago
- ☆111Updated 7 months ago
- ☆39Updated last month
- 【NeurIPS 2024】Dense Connector for MLLMs☆156Updated 4 months ago
- [CVPR 2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆124Updated last week
- Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".☆78Updated last week
- [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…☆377Updated 2 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆72Updated last week
- [ECCV 2024] Official PyTorch implementation of DreamLIP: Language-Image Pre-training with Long Captions☆126Updated 3 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated 5 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Larg…☆92Updated 4 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆256Updated 8 months ago
- ☆41Updated 2 months ago
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆33Updated 7 months ago
- Official implement of MIA-DPO☆52Updated last month
- ✨✨Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models☆154Updated 2 months ago
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆26Updated 3 months ago
- A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models!☆125Updated last year
- [CVPR 2024] Prompt Highlighter: Interactive Control for Multi-Modal LLMs☆141Updated 7 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆104Updated 4 months ago
- [NeurIPS 2024] MoVA: Adapting Mixture of Vision Experts to Multimodal Context☆147Updated 5 months ago
- ☆133Updated last year