Meta's Segment Anything Model (SAM) can now run in... your browser w/ WebGPU (+ fp16), meaning up to 8x faster image encoding (10s → 1.25s)! 🤯⚡️ Video is not sped up! Everything runs 100% locally thanks to 🤗 Transformers.js and onnxruntime-web! 🔗 Demo:show more

Run OpenAI's new Whisper Turbo model 100% locally in... your browser with Transformers.js! ⚡️ Transcribe 2 minutes of audio in ~12 seconds! 🤯 Demo + source code 👇show more

IBM just released Granite 4.0 1B Speech, a compact... and efficient speech-language model, designed for multilingual speech recognition and bidirectional speech translation. New #1 on the OpenASR leaderboard! It can even run in your browser on WebGPU, thanks to 🤗 Transformers.jsshow more

WOW! 🤯 Language models are becoming smaller and more... capable than ever! Here's SmolLM2 running 100% locally in-browser w/ WebGPU on a 6-year-old GPU. Look at that speed! ⚡️😍 Powered by 🤗 Transformers.js and ONNX Runtime Web! How many tokens/second do you get? Let me know! 👇show more

SF3D is super-fast image to 3D. Generates 3D mesh... in 0.5 second🤯 This video is not sped up! Demo + Details 👇show more

Opus 4.7 just wrote a custom WebGPU kernel that... runs Qwen3.5 up to 13x faster using a fused LinearAttention op! 🤯 Agentic kernel optimization is the future. Now live in 🤗 Transformers.js v4.2.0! P.S. I've updated all our previous demos to use this new version. Enjoy!show more

🟢 News: GPU compute in the browser is finally... real. WebGPU now ships by default in Chrome, Firefox, Safari, and Edge—not a polyfill, not behind a flag. You can run LLMs client-side. Transformers.js and ONNX Runtime already ship WebGPU backends. Eight years of spec work. No more asterisks. 🔗 #WebGPU #GPU #Chrome #Safari #Firefox #Edgeshow more

Stable Diffusion 100% in the browser with running at... < 1s per image ⚡️ Thanks to SD Turbo by Axel Sauer & al Stability AI and diffusers.js on webGPU by Arthur Islamov Demo: More info in ↓🧵show more

There has been a huge debate recently about the... best approach for image background removal. Here's my attempt: - In-browser inference w/ 🤗 Transformers.js - WebGPU accelerated (fast!) - Costs $0 (no image hosting or server processing) - No data leaves your device (privacy!)show more

yapped so good they sped him up 8x faster... to make it quickshow more

This is a demo I made with Astra called... Tide Garden It's a wasm + webgpu realtime demo you can run in Chrome on your browser Very zen to leave in the backgroundshow more

Put text behind anything, for free. We just launched... professional AI object masking in Diffusion Studio. Powered by Meta's SAM 2.1. All running locally on WebGPU. Try it now →show more

Introducing 🤗 Transformers.js v4: state-of-the-art machine learning for the... web! 🚀 New WebGPU backend (browser, Node.js, Bun, Deno) ⚡️ Huge performance improvements 🤯 Support for over 200 architectures 🛠️ Complete codebase refactor Learn more about our biggest release yet! 👇show more

Let’s fucking goo!! DeepSeek R1 1.5B running FULLY LOCALLY... in your browser at 60 tok/ sec powered by WebGPU🔥 Intelligence truly is too cheap to meter! ⚡️show more

You don't need Jev for good emoji search... just... a tiny local model! Love this demo by Max Leiter, powered by a 33M-parameter embedding model running entirely in your browser (for free) with 🤗 Transformers.js!show more

This is running in my web browser on my... laptop. It's deterministic and running using webgpu Tonight; I have a /goal going where it is going to set up one of my 4090s as the authority server, and then test all the rollback code. Goal is 50k boxes simmed per user, up to 512 users. Massively multiplayer massively rigid body physics online games inside your web browser. Why the hell not, we've got the tokens to spare!show more

React Native ExecuTorch is now up to 92x faster.... 🏎️ We replaced the monolithic native modules with TypeScript pipelines you can inspect. 🔧 It runs across all major silicon backends and makes it easier to plug in your very own model.show more

I built gpu-pii, inspired by Shu's gpu-lexer. A small... model, trained from scratch, runs on WebGPU in your browser to detect personal information in any textshow more

290MB = useful LLM (running directly in your browser... via WebGPU) 🤯 Bonsai 1-bit is beyond my comprehension... try the demo on hugging face ⬇️show more

Today we're releasing the Segment Anything Model (SAM) —... a step toward the first foundation model for image segmentation. SAM is capable of one-click segmentation of any object from any photo or video + zero-shot transfer to other segmentation tasks ➡️show more