webml

High-performance In-browser LLM Inference Engine

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

🗣️ Chat with LLM like Vicuna totally in your browser with WebGPU, safely, privately, and with no server. Powered by web llm.

Deprecated, the Web Neural Network Polyfill project has been moved to https://github.com/webmachinelearning/webnn-polyfill

Object Detection using Yolov7 in tensorflow.js

⚡Delightful WebNN resources, curated list of awesome things around WebNN ecosystem.😎

Machine Learning in the browser

Web AI

Identify people expressions in google meets meeting in real-time.

Generate batches of images in your browser with Stable Diffusion - private, free, and no installation required.

Transfer nn test case to webml test case

Our web-based diabetes prediction system utilizes machine learning algorithms to analyze various health indicators and predict the likelihood of an individual developing diabetes. By leveraging a user-friendly web interface, individuals can input their health information.

Test tool for check chromium code.

test tool for webml-polyfill examples