#WebML
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simonwillison.net
Here's a fun demo that runs directly in a WebGPU-enabled browser (mainly Chrome variants) using transformers.js: huggingface.co/spaces/webml...

Source code for that demo here: huggingface.co/spaces/webml...
Bedtime Story Generator - a Hugging Face Space by webml-community
Craft magical tales in seconds.
huggingface.co
August 14, 2025 at 5:47 PM
crumb.bsky.social
it's so nice to have a capable local model i can recommend to people in my life who only have normal laptops, super valuable drop. check out the new prism-ml quantization of Qwen3.8-27b. 6GB weights!
blog: prismml.com/news/bonsai-...
webgpu (browser-native!) demo: huggingface.co/spaces/webml...
September 17, 2026 at 10:18 PM
ponceto91.bsky.social
Bonsaï 1-bit LLM

Le modèle Bonsai 27B, réduit de 54GB à 3.8GB. Il fonctionne localement dans le navigateur avec webgpu ⤵️

huggingface.co/spaces/webml...
Bonsai 27B WebGPU Kernels - a Hugging Face Space by webml-community
Run a 1-bit 27B LLM locally in your browser on WebGPU
huggingface.co
July 14, 2026 at 8:30 PM
ivanlefou.eurosky.social
On progresse très vite vers des LLM puissants capables de fonctionner entièrement sur un smartphone (pas de datacenters en utilisation).
Cela changera beaucoup les usages et les techs.
Exemple: Bonzai 27B, de PrismML, basé sur le LLM chinois Qwen3.6-27B d'Alibaba
huggingface.co/spaces/webml...
Bonsai 27B WebGPU Kernels - a Hugging Face Space by webml-community
Run a 1-bit 27B LLM locally in your browser on WebGPU
huggingface.co
July 22, 2026 at 11:12 AM
sungkim.bsky.social
1-bit LLM

Bonsai 27B, shrinked from 54GB to just 3.8GB (-93%), runs locally in your browser

Models: huggingface.co/collections/...
Demo: huggingface.co/spaces/webml...
Bonsai 27B - a prism-ml Collection
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
July 14, 2026 at 6:48 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
ponceto91.bsky.social
Bonsaï 1-bit LLM

Le modèle Bonsai 27B, réduit de 54GB à 3.8GB (-93%), fonctionne localement dans le navigateur avec webgpu

huggingface.co/spaces/webml...
Bonsai 27B WebGPU Kernels - a Hugging Face Space by webml-community
Run a 1-bit 27B LLM locally in your browser on WebGPU
huggingface.co
July 14, 2026 at 8:28 PM
sungkim.bsky.social
Blog: prismml.com/news/bonsai-...
Whitepaper: github.com/PrismML-Eng/...
Models: huggingface.co/collections/...
WebGPU Demo: huggingface.co/spaces/webml...
GitHub: github.com/PrismML-Eng/...
Docs: docs.prismml.com
September 18, 2026 at 1:21 PM
sungkim.bsky.social
Blog: prismml.com/news/ternary...
Whitepaper: github.com/PrismML-Eng/...
Models: huggingface.co/collections/...
HuggingFace Demo: huggingface.co/spaces/webml...
GitHub: github.com/PrismML-Eng/...
April 17, 2026 at 4:57 AM
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
xenova.bsky.social
We just released Transformers.js v3.1 and you're not going to believe what's now possible in the browser w/ WebGPU! 🤯 Let's take a look:

1. Janus from Deepseek for unified multimodal understanding and generation (Text-to-Image and Image-Text-to-Text)

Demo (+ source code): hf.co/spaces/webml...
November 28, 2024 at 3:13 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
nico.dev
Hi everyone👋. Haven't posted for quite a while here but I'll give it another try. Follow me for some #WebAI, #WebML, #PWA or just general #WebDev stuff😘
October 30, 2024 at 7:25 AM
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
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
harsimony.bsky.social
If you're willing to wait a few mins for the weights to load, runs in your browser at ~10 tok/s

huggingface.co/spaces/webml...
September 17, 2026 at 11:09 PM
fry69.dev
Don't miss the interactive in-browser demo -> huggingface.co/spaces/webml...
Privacy Filter WebGPU - a Hugging Face Space by webml-community
Discover amazing ML apps made by the community
huggingface.co
April 22, 2026 at 5:08 PM
Bonkers

huggingface.co/spaces/webml...
Ternary Bonsai WebGPU - a Hugging Face Space by webml-community
Run 1.58-bit Bonsai LLMs locally in your browser on WebGPU
huggingface.co
May 14, 2026 at 6:44 PM
xenova.bsky.social
Huge shout-out to the Useful Sensors team for such an amazing model and to Wael Yasmina for his 3D audio visualizer tutorial! 🤗

‍💻 Source code: github.com/huggingface/...
🔗 Online demo: huggingface.co/spaces/webml...
Moonshine Web - a Hugging Face Space by webml-community
Real-time in-browser speech recognition
huggingface.co
December 18, 2024 at 4:51 PM
christianliebel.com
My free (German) webinar on Built-in AI starts in a bit: lnk.thinktecture.cloud/webinar-2024... #BuiltinAI #WebNN #WebML #GenAI
Built-in AI: Die AI-Revolution direkt im Browser
In-Depth Tech Knowledge
lnk.thinktecture.cloud
December 18, 2024 at 8:54 AM
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
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
asmeurer.com
Not Python, but here's an LLM and a TTS model running completely locally in the browser huggingface.co/spaces/webml... huggingface.co/spaces/webml...
Phi-3.5 WebGPU - a Hugging Face Space by webml-community
A powerful AI chatbot that runs locally in your browser
huggingface.co
February 3, 2025 at 7:41 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
jeffboudier.hf.co
Try it here - huggingface.co/spaces/webml... - it runs entirely in your browser using transformers.js 🔥
Attention Visualization - a Hugging Face Space by webml-community
Vision Transformer Attention Visualization
huggingface.co
January 2, 2025 at 6:11 PM