42Shawn / LLaVA-PruMergeLinks
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
☆144Updated 2 months ago
Alternatives and similar repositories for LLaVA-PruMerge
Users that are interested in LLaVA-PruMerge are comparing it to the libraries listed below
Sorting:
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆121Updated 6 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆189Updated 2 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆70Updated 7 months ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆194Updated 11 months ago
- ☆55Updated 4 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".☆154Updated 3 months ago
- Official implementation of the Law of Vision Representation in MLLMs☆165Updated 9 months ago
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆89Updated 2 months ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆73Updated last week
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆194Updated 5 months ago
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆40Updated 4 months ago
- ☆114Updated 5 months ago
- Survey: https://arxiv.org/pdf/2507.20198☆132Updated last week
- A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models!☆132Updated last year
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆100Updated 10 months ago
- Code release for VTW (AAAI 2025 Oral)☆49Updated last month
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆192Updated last month
- [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…☆484Updated 8 months ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆175Updated 10 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆100Updated 2 weeks ago
- [EMNLP 2025 main] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆72Updated last week
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆51Updated 9 months ago
- [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"☆56Updated 2 weeks ago
- Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆62Updated 3 months ago
- ☆119Updated last year
- MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer☆46Updated last year
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆111Updated last month
- A collection of visual instruction tuning datasets.☆76Updated last year
- official impelmentation of Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input☆67Updated last year
- ☆74Updated last year