42Shawn / LLaVA-PruMergeLinks
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
☆133Updated last year
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☆109Updated 3 months ago
- Official implementation of the Law of Vision Representation in MLLMs☆156Updated 7 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆168Updated this week
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆182Updated 8 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆62Updated 5 months ago
- ☆86Updated 3 months ago
- ☆48Updated last month
- ☆115Updated 10 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆97Updated 7 months ago
- Code release for VTW (AAAI 2025) Oral☆43Updated 5 months ago
- A collection of visual instruction tuning datasets.☆76Updated last year
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆42Updated 6 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆97Updated 10 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆119Updated last month
- [CVPR 2024] Prompt Highlighter: Interactive Control for Multi-Modal LLMs☆147Updated 11 months ago
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆78Updated 6 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆177Updated 3 weeks ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆143Updated 7 months ago
- Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆52Updated last month
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆172Updated 2 months ago
- A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models!☆128Updated last year
- ☆78Updated 5 months ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆168Updated 8 months ago
- Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆49Updated last month
- [NeurIPS 2024] MoVA: Adapting Mixture of Vision Experts to Multimodal Context☆159Updated 8 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆117Updated 6 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆56Updated 8 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆69Updated 8 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆65Updated 11 months ago
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆39Updated 2 months ago