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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Awesome Multimodal Modeling [Covers MLLM, UMM, and NMM]
| Date | Stars |
|---|---|
| 2026-07-24 | 502 |
| 2026-07-25 | 505 |
| 2026-07-28 | 508 |
| 2026-07-30 | 508 |
| 2026-08-06 | 508 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
<div align="center">
<p>
<img src="assets/mm_logo.svg" width="180"/>
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# Awesome Multimodal Modeling
<p><strong>A Comprehensive Survey & Curated List of Multimodal Modeling</strong><br/><sub>From Traditional Fusion to Native & Unified Architectures</sub></p>
<p>
<a href="https://awesome.re"><img src="https://awesome.re/badge-flat2.svg" alt="Awesome"></a>
<a href="https://github.com/OpenEnvision/Awesome-Multimodal-Modeling/pulls"><img src="https://img.shields.io/badge/PRs-Welcome-16a34a?style=flat-square" alt="PRs Welcome"></a>
<img src="https://img.shields.io/github/stars/OpenEnvision/Awesome-Multimodal-Modeling?style=flat-square" alt="GitHub Stars">
<img src="https://img.shields.io/badge/Last_Update-2026_Q3-2563eb?style=flat-square" alt="Last Updated">
<img src="https://img.shields.io/badge/License-CC0_1.0-f59e0b?style=flat-square" alt="License CC0 1.0">
</p>
<p>
<a href="#1-introduction--definitions"><img src="https://img.shields.io/badge/Overview-111827?style=for-the-badge&logo=bookstack&logoColor=white" alt="Overview"></a>
<a href="#2-traditional-multimodal-models"><img src="https://img.shields.io/badge/Traditional-1d4ed8?style=for-the-badge&logo=databricks&logoColor=white" alt="Traditional"></a>
<a href="#3-multimodal-large-language-models-mllms"><img src="https://img.shields.io/badge/MLLMs-2563eb?style=for-the-badge&logo=openai&logoColor=white" alt="MLLMs"></a>
<a href="#4-unified-multimodal-models-umms"><img src="https://img.shields.io/badge/UMMs-7c3aed?style=for-the-badge&logo=buffer&logoColor=white" alt="UMMs"></a>
<a href="#5-native-multimodal-models-nmms"><img src="https://img.shields.io/badge/NMMs-b91c1c?style=for-the-badge&logo=reactivex&logoColor=white" alt="NMMs"></a>
<a href="#6-closed-source-multimodal-models"><img src="https://img.shields.io/badge/Closed Source Models-37415?style=for-the-badge&logo=reactivex&logoColor=white" alt="Closed Source Models"></a>
<a href="#7-resources"><img src="https://img.shields.io/badge/Resources-475569?style=for-the-badge&logo=github&logoColor=white" alt="Resources"></a>
</p>
<p><sub><a href="#1-introduction-definitions">Overview</a> · <a href="#2-traditional-multimodal-models">Traditional</a> · <a href="#3-multimodal-large-language-models-mllms">MLLMs</a> · <a href="#4-unified-multimodal-models-umms">UMMs</a> · <a href="#5-native-multimodal-models-nmms">NMMs</a> ·<a href="#6-closed-source-multimodal-models">Closed Source Models</a> · <a href="#7-resources">Resources</a></sub></p>
</div>
## 📢 News
- **[2026-06-06]** 🚀 We released two new **open-source model collections**:
- **[Unified Multimodal Model Zoo (UMM Zoo)](https://huggingface.co/collections/OpenEnvisionLab/unified-multimodal-model-zoo)** – a curated collection of unified multimodal models for understanding, generation, reasoning, and editing.
- **[Native Multimodal Model Zoo (NMM Zoo)](https://huggingface.co/collections/OpenEnvisionLab/native-multimodal-model-zoo)** – a curated collection of native multimodal models that natively integrate perception, reasoning, and generation.
- **[2026-04-13]** ⭐ The repository has already gained **over 100 stars** in just one day! Thank you all for the incredible support. We will keep updating this list with more cutting-edge models and resources. **Your continued stars and PRs are warmly welcomed!**
- **[2026-04-12]** 🎉 We are excited to launch **Awesome Multimodal Modeling** — a curated reading list organized by architectural paradigms. A comprehensive survey paper is coming soon! Stay tuned.
## Table of Contents
<details open>
<summary><strong>Browse the list</strong></summary>
- [Awesome Multimodal Modeling](#awesome-multimodal-modeling)
- [📢 News](#-news)
- [Table of Contents](#table-of-contents)
- [About This List](#about-this-list)
- [At a Glance](#at-a-glance)
- [Curation Principles](#curation-principles)
- [1. Introduction \& Definitions](#1-introduction--definitions)
- [1.1 Multimodal Model Evolution Excerpt of 120,324 characters
Read on GitHub
98
Juanxi Tian · NTU · Singapore
48
2
2
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:09b879a6b559b2f0, topic:multimodal, topic:vlm, name:multimodal
matched fp:09b879a6b559b2f0, topic:awesome, topic:awesome-list, readme:curated list