Efficient Multimodal Large Language Models: A Survey
☆387Apr 29, 2025Updated last year
Alternatives and similar repositories for Efficient-Multimodal-LLMs-Survey
Users that are interested in Efficient-Multimodal-LLMs-Survey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Survey on Benchmarks of Multimodal Large Language Models☆161Jul 13, 2026Updated 3 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…☆599Jan 4, 2025Updated last year
- [ICLR2025] LLaVA-HR: High-Resolution Large Language-Vision Assistant☆249Aug 14, 2024Updated 2 years ago
- Latest Advances on Multimodal Large Language Models☆18,070Updated this week
- Cambrian-1 is a family of multimodal LLMs with a vision-centric design.☆2,013Nov 7, 2025Updated 11 months ago
- 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.
- [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
- 【NeurIPS 2024】Dense Connector for MLLMs☆182Oct 14, 2024Updated 2 years ago
- Large Visual Language Model(LVLM), Large Language Model(LLM), Multimodal Large Language Model(MLLM), Alignment, Agent, AI System, Survey☆21Jul 27, 2025Updated last year
- A Framework of Small-scale Large Multimodal Models☆1,010Oct 19, 2026Updated 2 weeks ago
- ✨✨Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models☆161Dec 26, 2024Updated last year
- A family of lightweight multimodal models.☆1,055Nov 18, 2024Updated last year
- LLaVA-UHD v3: Progressive Visual Compression for Efficient Native-Resolution Encoding in MLLMs☆426Jul 6, 2026Updated 3 months ago
- Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks☆4,469Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆176Mar 8, 2026Updated 7 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆208Jun 18, 2025Updated last year
- Official repository for paper MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning(https://arxiv.org/abs/2406.17770).☆161Sep 27, 2024Updated 2 years ago
- One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks☆4,479Updated this week
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆228Mar 31, 2025Updated last year
- DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception☆161Dec 6, 2024Updated last year
- 【TMM 2025🔥】 Mixture-of-Experts for Large Vision-Language Models☆2,323Jul 15, 2025Updated last year
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆282Jun 25, 2024Updated 2 years ago
- ☆4,730Jun 15, 2026Updated 4 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 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
- [ICML 2024] Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning☆49May 12, 2024Updated 2 years ago
- CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts☆164Jun 8, 2024Updated 2 years ago
- Survey Paper List - Efficient LLM and Foundation Models☆267Sep 22, 2024Updated 2 years ago
- The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025☆283May 26, 2025Updated last year
- A fork to add multimodal model training to open-r1☆1,604Feb 8, 2025Updated last year
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,445Sep 29, 2026Updated last month
- 📖 This is a repository for organizing papers, codes and other resources related to unified multimodal models.☆835Oct 10, 2025Updated last year
- LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture☆211Jan 6, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Paper list about multimodal and large language models, only used to record papers I read in the daily arxiv for personal needs.☆764May 21, 2026Updated 5 months ago
- InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions☆2,928May 26, 2025Updated last year
- [CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型☆10,173Sep 22, 2025Updated last year
- 🔥🔥 LLaVA++: Extending LLaVA with Phi-3 and LLaMA-3 (LLaVA LLaMA-3, LLaVA Phi-3)☆843Sep 5, 2026Updated last month
- [ICLR 2024 & ECCV 2024] The All-Seeing Projects: Towards Panoptic Visual Recognition&Understanding and General Relation Comprehension of …☆507Aug 9, 2024Updated 2 years ago
- Baichuan-Omni: Towards Capable Open-source Omni-modal LLM 🌊☆272Jan 27, 2025Updated last year
- NeurIPS 2024 Paper: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing☆611Oct 20, 2024Updated 2 years ago