# Run AI on-device with Google AI Edge

Our leading end-to-end stack for building and deploying on-device ML and AI across platforms
[Start exploring](https://developers.google.com/edge.md.txt#feature-cards) ![](https://developers.google.com/static/edge/images/edge-hero-image.png)

## Start now with task APIs or deploy custom models

![Illustration of a human hand with tracking landmark points.](https://developers.google.com/static/edge/images/edge-feature-mediapipe.jpg)

### Integrate task APIs into your app

Add prebuilt AI features like background blur, face landmarks, and object detection.
[![](https://developers.google.com/static/edge/images/edge-mediapipe-icon.svg)
MediaPipe](https://developers.google.com/edge/mediapipe/solutions) ![Smartphone screen displaying an AI chat application.](https://developers.google.com/static/edge/images/edge-run-llm-on-device.jpg)

### Run LLMs on-device

Run the same LLM across Android, iOS, Web, and embedded devices.
[![](https://developers.google.com/static/edge/images/edge-litert-icon.svg)
LiteRT-LM](https://developers.google.com/edge/litert-lm) ![Diagram of stacked hardware chips labeled CPU, GPU, and NPU.](https://developers.google.com/static/edge/images/edge-feature-deploy-custom-model.jpg)

### Deploy a custom model across platforms

Convert and deploy hardware-accelerated models from PyTorch, JAX, TensorFlow, and Keras.
[![](https://developers.google.com/static/edge/images/edge-litert-icon.svg)
LiteRT](https://developers.google.com/edge/litert) ![](https://developers.google.com/static/edge/images/edge-task-ready-icon.svg) TASK APIS ![](https://developers.google.com/static/edge/images/edge-custom-controls-icon.svg) DEPLOY CUSTOM MODELS

## The on-device technology that powers Google's apps

![A Google Pixel phone screen showing a live translation of a conversation.](https://developers.google.com/static/edge/images/edge-live-translation.jpg)

Live translation on Pixel
![A woman in a Google Meet call using a dynamically generated background of a magical forest.](https://developers.google.com/static/edge/images/edge-gmeet-dynamic-bacgrounds.jpg)

Dynamic backgrounds on Google Meet
![A grid of YouTube Shorts videos showing creators using various AR effects and filters.](https://developers.google.com/static/edge/images/edge-youtube-shorts-effects.jpg)

Creator effects on YouTube Shorts

## Explore the Google AI Edge ecosystem

Your app

### MediaPipe

Prebuilt APIs for common AI tasks.
[Get started](https://developers.google.com/edge/mediapipe/solutions.md.txt)

### LiteRT-LM

SDKs to run LLMs across platforms.
[Get started](https://developers.google.com/edge/litert-lm)

### LiteRT

Hardware-accelerated runtimes for custom models.
[Get started](https://developers.google.com/edge/litert)

### CPU

### GPU

### NPU

### Google AI Edge Portal

Benchmark at scale on real Android devices.
[Sign up now](https://docs.google.com/forms/d/e/1FAIpQLSfTcGPycQve8TLAsfH46pBlXBZe9FrgJAClwbF7DeL1LgVn4Q/viewform)

### Model Explorer

Visualize and debug model architectures.
[Explore now](https://github.com/google-ai-edge/model-explorer/wiki/1.-Installation)

### LiteRT Quantizer

Quantize converted LiteRT models.
[Start now](https://developers.google.com/edge/litert/quantization/model_optimization.md.txt) ![A phone screen displaying the Google AI Edge Gallery app home.](https://developers.google.com/static/edge/images/edge-mobile-gallery.png)

## Try it now in Google AI Edge Gallery

An interactive app to explore GenAI use cases and try out on-device models.
[![Google Play Badge](https://developers.google.com/static/edge/images/edge-google-play-badge.png)](https://play.google.com/store/apps/details?id=com.google.ai.edge.gallery) [![App Store Badge](https://developers.google.com/static/edge/images/edge-app-store-badge.png)](https://apps.apple.com/us/app/google-ai-edge-gallery/id6749645337)

## Recent videos and blogs

[![On-device GenAI in Chrome, Chromebook Plus, and Pixel Watch with LiteRT-LM](https://developers.google.com/static/edge/images/edge-article-1.jpg)
### On-device GenAI in Chrome, Chromebook Plus, and Pixel Watch with LiteRT-LM
SEPT. 24, 2025 / Mobile](https://developers.googleblog.com/on-device-genai-in-chrome-chromebook-plus-and-pixel-watch-with-litert-lm/) [![Google AI Edge Gallery: Now with audio and on Google Play](https://developers.google.com/static/edge/images/edge-article-2.jpg)
### Google AI Edge Gallery: Now with audio and on Google Play
SEPT. 9, 2025 / Mobile](https://developers.googleblog.com/google-ai-edge-gallery-now-with-audio-and-on-google-play/) [![LiteRT: Maximum performance, simplified](https://developers.google.com/static/edge/images/edge-article-3.jpg)
### LiteRT: Maximum performance, simplified
MAY 20, 2025 / AI Edge](https://developers.googleblog.com/litert-maximum-performance-simplified/) [![On-device small language models with multimodality, RAG, and Function Calling](https://developers.google.com/static/edge/images/edge-article-4.jpg)
### On-device small language models with multimodality, RAG, and Function Calling
MAY 20, 2025 / AI Edge](https://developers.googleblog.com/google-ai-edge-small-language-models-multimodality-rag-function-calling/)