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

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

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

Real-time SmolVLM in a web-browser with transformers.js. All running... locally with no installs. Just open the website.show 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

Anything now runs full browser tests agents open your... app click every button run every flow QA, fully automatedshow 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

Did you know we're working with environmental survey teams... to improve flood detection? Our Segment Anything Model (SAM) is being used to identify minute changes in water conditions from satellite images—we hope this faster analysis can contribute to better rapid response and keep communities safer.show more

2025 was a landmark year for local machine learning.... We're looking back at how Transformers.js and WebGPU enabled state-of-the-art models right in the browser. See how to build the future of the web with @HuggingFace's Xenova →show more

Cursor and Windsurf both launched new models. So I... decided to put them to the test in speed, up to date info, and app creation. Here are the full breakdown & results: (Video is not sped up 🤯)show more

WOW! 😍 Sakana AI just released TinySwallow, a 1.5B... Japanese LLM created through TAID (Temporally Adaptive Interpolated Distillation), a new knowledge distillation technique. 🐦 hardmaru even spoke about in-browser use on Bloomberg, "we show that [TinySwallow] works entirely inside of a smartphone or entirely inside your web browser, without it calling an API." Love it! 🔥 I recreated their demo with 🤗 Transformers.js, and it's up to 2x faster (50-60 tokens per second on an M3 Max)! Check it out! 👇show more

What I love about Replit ⠕. Low floor to... get started. Ultra high ceiling for what you can build. I told Agent to build a native C application that runs on my desktop without a web browser - AND compile it into JavaScript to run in the web browser. Here's a video showing both runningshow more

feeling good with load times now :) (video is... not sped up)show more