#WebML
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simonwillison.net
I've had the same result from several sizes of DeepSeek R1 running on my laptop

You can try it yourself on huggingface.co/spaces/webml... in a Chrome browser - it loads the smallest version of the model (~1.3GB) and gave me this:
Prompt: Tell me what happened at Tiananmen square in 1989 View reasoning. (it's blank) I am sorry, I cannot answer that question. I am an Al assistant designed to provide helpful and harmless responses.
January 25, 2025 at 4:31 PM
xenova.bsky.social
This project was greatly inspired by Brendan Bycroft's amazing LLM Visualization tool – check it out if you haven't already! Also, thanks to Niels Rogge for adding DINOv2 w/ Registers to transformers! 🤗

Source code: github.com/huggingface/...

Online demo: huggingface.co/spaces/webml...
Attention Visualization - a Hugging Face Space by webml-community
Vision Transformer Attention Visualization
huggingface.co
January 1, 2025 at 3:37 PM
scarpino.bsky.social
For example, you can now run a 1B parameter LLM (with code assist, image generation, etc.) completely in your browser! even offline once the model loads

This browser-based model didn't exist 24 hours ago 🤯 huggingface.co/spaces/webml...
Janus Pro WebGPU - a Hugging Face Space by webml-community
In-browser unified multimodal understanding and generation.
huggingface.co
January 28, 2025 at 8:33 PM
patb.ca
Moonshine Web: La reconnaissance vocale en temps réel dans votre navigateur! Plus rapide et plus précise que Whisper. Fonctionne localement, parfait pour la transcription en direct. Demo: huggingface.co/spaces/webml-community/moonshine-web #IA #ReconnaissanceVocale #Tech https://patb.ca/r/jl0
December 23, 2024 at 1:24 PM
christianliebel.com
I’m hosting a free webinar tomorrow (in German) about the experimental Built-in AI APIs that the Web Machine Learning Community Group is working on. These APIs are all secure and privacy-preserving, as they perform all the computations on your device. Come and join me! #webml #builtinai #promptapi
Built-in AI: Die AI-Revolution direkt im Browser
In-Depth Tech Knowledge
lnk.thinktecture.cloud
December 17, 2024 at 5:19 AM
hnws.bsky.social
Kokoro WebGPU: Real-time text-to-speech 100% locally in the browser
L: https://huggingface.co/spaces/webml-community/kokoro-webgpu
C: https://news.ycombinator.com/item?id=42973769
posted on 2025.02.07 at 10:30:08 (c=1, p=3)
February 7, 2025 at 3:52 PM
xenova.bsky.social
The most difficult part was getting the model running in the first place, but the next steps are simple:
✂️ Implement sentence splitting, enabling streamed responses
🌍 Multilingual support (only phonemization left)

Who wants to help? 🤗
huggingface.co/spaces/webml...
Kokoro Text-to-Speech (WebGPU) - a Hugging Face Space by webml-community
High-quality speech synthesis powered by Kokoro TTS
huggingface.co
February 7, 2025 at 5:03 PM
javascriptcon.bsky.social
🤖 AI goes Web!

Christian Liebel (#GDE, #W3C #WebML) shows at iJS Munich how to bring real-time AI conversations & on-device APIs like Prompt API & WebNN into your apps.

👉 Get your ticket: https://f.mtr.cool/fbyihsrmky
September 2, 2025 at 9:26 AM
simon.fedi.simonwillison.net.ap.brid.gy
Here's a fun demo that runs directly in a WebGPU-enabled browser (mainly Chrome variants) using transformers.js: https://huggingface.co/spaces/webml-community/bedtime-story-generator

Source code for that demo here: https://huggingface.co/spaces/webml-community/bedtime-story-generator/tree/main
Bedtime Story Generator - a Hugging Face Space by webml-community
Craft magical tales in seconds.
huggingface.co
August 14, 2025 at 5:47 PM
jobboardsearch.com
📢 Hugging Face is #hiring a Machine Learning Engineer Internship, WebML - EMEA Remote!

📍 France

🔗 http://jbs.ink/XiURy5IEzm0p

#remotejob #remotework #wfh
📢 Hugging Face is hiring a Machine Learning Engineer Internship, WebML - EMEA Remote!
December 27, 2024 at 2:46 PM
webai.bsky.social
Want to learn how to use Machine Learning in JavaScript but worried about the maths? I made the perfect course for you +it's free over on Google Developers! All you need to know is JS +I'll teach you everything else: goo.gle/Learn-WebML

Grab some superpowers for your next web app!

#WebAI #WebML
December 16, 2023 at 7:56 AM
simon.fedi.simonwillison.net.ap.brid.gy
If you have a browser that supports WebGPU (like Google Chrome) you try out the DeepSeek-R1 model based on Qwen2.5-Math-1.5B directly in your browser!

It's a 1.28GB page load: https://huggingface.co/spaces/webml-community/deepseek-r1-webgpu
Screenshot of Spaces webml-community/deepseek-r1-webgpu" with "Running" status. Prompt is "Solve the equation x^2 - 3x + 2 = 0 A "View reasoning" dropdown shows this: To solve the quadratic equation (x^2 - 3x + 2 = 0), I'll start by factoring the left-hand side. I need two numbers that multiply to 2 and add up to -3. These numbers are -1 and -2. Next, I'll rewrite the equation as (x - 1)(x - 2) = 0. Using the zero product property, I'll set each factor equal to zero: x - 1 = 0 leads to x = 1. x - 2 = 0 leads to x = 2. Therefore, the solutions to the equation are x = 1 and x = 2. Below that a full solution is displayed: "Step 1: Factor the Quadratic We look for two numbers that multiply to +2 and add up to -3. These numbers are -1 and -2. x^2 - 3x + 2 = (x - 1)(x - 2) = 0 Step 2: Apply the Zero Product Property If the product of two factors is zero, at least one of the factors must be zero. x - 1 = 0 or x - 2 = 0 Step 3: Solve for x x = 1 or x = 2 Final Answer: 1 and 2
January 21, 2025 at 10:10 PM
gusthema.bsky.social
They are good to create search system (eg: RAG)

for example, look this demo: huggingface.co/spaces/webml...
Semantic Galaxy - a Hugging Face Space by webml-community
Visualize embeddings in 3D space, powered by EmbeddingGemma
huggingface.co
September 4, 2025 at 5:26 PM
xenova.bsky.social
For the AI builders out there: imagine what could be achieved with a browser extension that (1) uses a powerful reasoning LLM, (2) runs 100% locally & privately, and (3) can directly access/manipulate the DOM! 👀

💻 Source code: github.com/huggingface/...
🔗 Online demo: huggingface.co/spaces/webml...
Llama 3.2 Reasoning WebGPU - a Hugging Face Space by webml-community
Small and powerful reasoning LLM that runs in your browser
huggingface.co
January 10, 2025 at 12:19 PM
betterhn20.e-work.xyz
Kokoro WebGPU: Real-time text-to-speech 100% locally in the browser https://huggingface.co/spaces/webml-community/kokoro-webgpu (https://news.ycombinator.com/item?id=42973769)
Kokoro Text-to-Speech (WebGPU) - a Hugging Face Space by webml-community
huggingface.co
February 7, 2025 at 4:29 PM
xenova.bsky.social
Huge shout-out to OuteAI for their amazing model (OuteTTS-0.2-500M) and for helping us bring it to the web! 🤗 Together, we released the outetts NPM package, which you can install with `npm i outetts`.

💻 Source code: github.com/huggingface/...

🔗 Demo: huggingface.co/spaces/webml...
Text-to-Speech WebGPU - a Hugging Face Space by webml-community
WebGPU text-to-Speech powered by OuteTTS and Transformers.js
huggingface.co
December 8, 2024 at 7:38 PM
skal65535.bsky.social
Try DeepSeek R1 yourself locally on a laptop here: huggingface.co/spaces/webml...
DeepSeek-R1 WebGPU - a Hugging Face Space by webml-community
Next-generation reasoning model that runs locally in-browser
huggingface.co
January 30, 2025 at 8:22 AM
walidev.bsky.social
DeepSeek R1 1.5B running FULLY LOCALLY in your browser , powered by WebGPU🔥

Try it out directly here: huggingface.co/spaces/webml...
January 22, 2025 at 11:47 AM
newsyc200.bsky.social
Kokoro WebGPU: Real-time text-to-speech 100% locally in the browser https://huggingface.co/spaces/webml-community/kokoro-webgpu (http://news.ycombinator.com/item?id=42973769)
February 11, 2025 at 7:33 PM
laurelldev.bsky.social
Try it out locally in your browser if you got the juice to run it!

huggingface.co/spaces/webml...
Janus Pro WebGPU - a Hugging Face Space by webml-community
In-browser unified multimodal understanding and generation.
huggingface.co
January 28, 2025 at 2:41 PM
nico.dev
Beyond happy to announce that I'm joining 🤗 @hf.co as a #MachineLearningEngineer focused on #WebML!
July 21, 2025 at 5:09 AM
nico.dev
Thanks everyone who joined my talk today!
My slides from #halfstack conf with all the links to my #WebML and #WebAI projects are online: slides.nico.dev/241113-ml-ll...
@halfstackconf.bsky.social
From ML To LLM: On-Device AI In The Browser // HalfStack London
Nico Martin's talk about From ML To LLM: On-Device AI In The Browser at HalfStack London - 13.11.2024
slides.nico.dev
November 13, 2024 at 5:49 PM
christianliebel.com
Join us at @ngvenice.bsky.social in the stunning city of a thousand bridges. On March 13 & 14, explore the cutting-edge advancements in browser-based AI and connect with fellow enthusiasts. Secure your ticket today at ng-venice.org #ngvenice #angular #builtinai #webml
January 27, 2025 at 8:06 AM
simonwillison.net
If you have a browser that supports WebGPU (like Google Chrome) you try out the DeepSeek-R1 model based on Qwen2.5-Math-1.5B directly in your browser!

It's a 1.28GB page load: huggingface.co/spaces/webml...
Screenshot of Spaces webml-community/deepseek-r1-webgpu" with "Running" status. Prompt is "Solve the equation x^2 - 3x + 2 = 0 A "View reasoning" dropdown shows this: To solve the quadratic equation (x^2 - 3x + 2 = 0), I'll start by factoring the left-hand side. I need two numbers that multiply to 2 and add up to -3. These numbers are -1 and -2. Next, I'll rewrite the equation as (x - 1)(x - 2) = 0. Using the zero product property, I'll set each factor equal to zero: x - 1 = 0 leads to x = 1. x - 2 = 0 leads to x = 2. Therefore, the solutions to the equation are x = 1 and x = 2. Below that a full solution is displayed: "Step 1: Factor the Quadratic We look for two numbers that multiply to +2 and add up to -3. These numbers are -1 and -2. x^2 - 3x + 2 = (x - 1)(x - 2) = 0 Step 2: Apply the Zero Product Property If the product of two factors is zero, at least one of the factors must be zero. x - 1 = 0 or x - 2 = 0 Step 3: Solve for x x = 1 or x = 2 Final Answer: 1 and 2
January 21, 2025 at 10:06 PM
milkywaygm.bsky.social
huggingface.co/spaces/webml...
Kokoro Text-to-Speech (WebGPU) - a Hugging Face Space by webml-community
High-quality speech synthesis powered by Kokoro TTS
huggingface.co
February 10, 2025 at 9:19 PM