README.md

---
title: MiniCPM-V 4.6 Demo
emoji: 🪐
colorFrom: indigo
colorTo: pink
sdk: gradio
models:
- openbmb/MiniCPM-V-4.6
pinned: false
short_description: MiniCPM-V 4.6 Ultra-Efficient Multimodal AI
---

# MiniCPM-V 4.6 Demo

This Space hosts the official **MiniCPM-V 4.6** multimodal demo using the Gradio Server architecture.

## Features
- **Ultra-Efficient**: Powered by MiniCPM-V 4.6 for fast image and video understanding.
- **ZeroGPU Optimization**: Uses dynamic GPU allocation for high performance.
- **Modern Minimalist UI**: Sleek, mobile-friendly interface designed by OpenBMB.

## Technical Stack
- **Backend**: Gradio Server (FastAPI)
- **Frontend**: Custom HTML/JS/CSS with Lucide icons
- **Vision Logic**: Manual frame extraction via PyAV for robust video support

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For more information, visit the [MiniCPM-V GitHub Repository](https://github.com/OpenBMB/MiniCPM-V).