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Post
5255
First project of 2025: Vision Transformer Explorer
I built a web app to interactively explore the self-attention maps produced by ViTs. This explains what the model is focusing on when making predictions, and provides insights into its inner workings! π€―
Try it out yourself! π
webml-community/attention-visualization
Source code: https://github.com/huggingface/transformers.js-examples/tree/main/attention-visualization
I built a web app to interactively explore the self-attention maps produced by ViTs. This explains what the model is focusing on when making predictions, and provides insights into its inner workings! π€―
Try it out yourself! π
webml-community/attention-visualization
Source code: https://github.com/huggingface/transformers.js-examples/tree/main/attention-visualization
Post
3145
Introducing Moonshine Web: real-time speech recognition running 100% locally in your browser!
π Faster and more accurate than Whisper
π Privacy-focused (no data leaves your device)
β‘οΈ WebGPU accelerated (w/ WASM fallback)
π₯ Powered by ONNX Runtime Web and Transformers.js
Demo: webml-community/moonshine-web
Source code: https://github.com/huggingface/transformers.js-examples/tree/main/moonshine-web
π Faster and more accurate than Whisper
π Privacy-focused (no data leaves your device)
β‘οΈ WebGPU accelerated (w/ WASM fallback)
π₯ Powered by ONNX Runtime Web and Transformers.js
Demo: webml-community/moonshine-web
Source code: https://github.com/huggingface/transformers.js-examples/tree/main/moonshine-web
- 5 replies
Post
3004
Introducing TTS WebGPU: The first ever text-to-speech web app built with WebGPU acceleration! π₯ High-quality and natural speech generation that runs 100% locally in your browser, powered by OuteTTS and Transformers.js. π€ Try it out yourself!
Demo: webml-community/text-to-speech-webgpu
Source code: https://github.com/huggingface/transformers.js-examples/tree/main/text-to-speech-webgpu
Model: onnx-community/OuteTTS-0.2-500M (ONNX), OuteAI/OuteTTS-0.2-500M (PyTorch)
Demo: webml-community/text-to-speech-webgpu
Source code: https://github.com/huggingface/transformers.js-examples/tree/main/text-to-speech-webgpu
Model: onnx-community/OuteTTS-0.2-500M (ONNX), OuteAI/OuteTTS-0.2-500M (PyTorch)
Post
3966
We just released Transformers.js v3.1 and you're not going to believe what's now possible in the browser w/ WebGPU! π€― Let's take a look:
π Janus from Deepseek for unified multimodal understanding and generation (Text-to-Image and Image-Text-to-Text)
ποΈ Qwen2-VL from Qwen for dynamic-resolution image understanding
π’ JinaCLIP from Jina AI for general-purpose multilingual multimodal embeddings
π LLaVA-OneVision from ByteDance for Image-Text-to-Text generation
π€ΈββοΈ ViTPose for pose estimation
π MGP-STR for optical character recognition (OCR)
π PatchTST & PatchTSMixer for time series forecasting
That's right, everything running 100% locally in your browser (no data sent to a server)! π₯ Huge for privacy!
Check out the release notes for more information. π
https://github.com/huggingface/transformers.js/releases/tag/3.1.0
Demo link (+ source code): webml-community/Janus-1.3B-WebGPU
π Janus from Deepseek for unified multimodal understanding and generation (Text-to-Image and Image-Text-to-Text)
ποΈ Qwen2-VL from Qwen for dynamic-resolution image understanding
π’ JinaCLIP from Jina AI for general-purpose multilingual multimodal embeddings
π LLaVA-OneVision from ByteDance for Image-Text-to-Text generation
π€ΈββοΈ ViTPose for pose estimation
π MGP-STR for optical character recognition (OCR)
π PatchTST & PatchTSMixer for time series forecasting
That's right, everything running 100% locally in your browser (no data sent to a server)! π₯ Huge for privacy!
Check out the release notes for more information. π
https://github.com/huggingface/transformers.js/releases/tag/3.1.0
Demo link (+ source code): webml-community/Janus-1.3B-WebGPU
Post
5584
Have you tried out π€ Transformers.js v3? Here are the new features:
β‘ WebGPU support (up to 100x faster than WASM)
π’ New quantization formats (dtypes)
π 120 supported architectures in total
π 25 new example projects and templates
π€ Over 1200 pre-converted models
π Node.js (ESM + CJS), Deno, and Bun compatibility
π‘ A new home on GitHub and NPM
Get started with
Learn more in our blog post: https://huggingface.co/blog/transformersjs-v3
β‘ WebGPU support (up to 100x faster than WASM)
π’ New quantization formats (dtypes)
π 120 supported architectures in total
π 25 new example projects and templates
π€ Over 1200 pre-converted models
π Node.js (ESM + CJS), Deno, and Bun compatibility
π‘ A new home on GitHub and NPM
Get started with
npm i @huggingface/transformers.Learn more in our blog post: https://huggingface.co/blog/transformersjs-v3
- 3 replies
Post
13931
I can't believe this... Phi-3.5-mini (3.8B) running in-browser at ~90 tokens/second on WebGPU w/ Transformers.js and ONNX Runtime Web! π€― Since everything runs 100% locally, no messages are sent to a server β a huge win for privacy!
- π€ Demo: webml-community/phi-3.5-webgpu
- π§βπ» Source code: https://github.com/huggingface/transformers.js-examples/tree/main/phi-3.5-webgpu
- π€ Demo: webml-community/phi-3.5-webgpu
- π§βπ» Source code: https://github.com/huggingface/transformers.js-examples/tree/main/phi-3.5-webgpu
- 11 replies
Post
14968
I'm excited to announce that Transformers.js V3 is finally available on NPM! π₯ State-of-the-art Machine Learning for the web, now with WebGPU support! π€―β‘οΈ
Install it from NPM with:
πππ π @πππππππππππ/ππππππππππππ
or via CDN, for example: https://v2.scrimba.com/s0lmm0qh1q
Segment Anything demo: webml-community/segment-anything-webgpu
Install it from NPM with:
πππ π @πππππππππππ/ππππππππππππ
or via CDN, for example: https://v2.scrimba.com/s0lmm0qh1q
Segment Anything demo: webml-community/segment-anything-webgpu
- 5 replies
Post
7977
Introducing Whisper Diarization: Multilingual speech recognition with word-level timestamps and speaker segmentation, running 100% locally in your browser thanks to π€ Transformers.js!
Tested on this iconic Letterman interview w/ Grace Hopper from 1983!
- Demo: Xenova/whisper-speaker-diarization
- Source code: Xenova/whisper-speaker-diarization
Tested on this iconic Letterman interview w/ Grace Hopper from 1983!
- Demo: Xenova/whisper-speaker-diarization
- Source code: Xenova/whisper-speaker-diarization
- 1 reply
Post
6800
Introducing Whisper Timestamped: Multilingual speech recognition with word-level timestamps, running 100% locally in your browser thanks to π€ Transformers.js! Check it out!
π Xenova/whisper-word-level-timestamps π
This unlocks a world of possibilities for in-browser video editing! π€― What will you build? π
Source code: https://github.com/xenova/transformers.js/tree/v3/examples/whisper-word-timestamps
π Xenova/whisper-word-level-timestamps π
This unlocks a world of possibilities for in-browser video editing! π€― What will you build? π
Source code: https://github.com/xenova/transformers.js/tree/v3/examples/whisper-word-timestamps
- 1 reply
Post
6124
Chrome's new
We've also added experimental support to π€ Transformers.js!
- Demo: Xenova/experimental-built-in-ai-chat
- Blog post: https://huggingface.co/blog/Xenova/run-gemini-nano-in-your-browser
windowβ.ai feature is going to change the web forever! π€― It allows you to run Gemini Nano, a powerful 3.25B parameter LLM, 100% locally in your browser!We've also added experimental support to π€ Transformers.js!
- Demo: Xenova/experimental-built-in-ai-chat
- Blog post: https://huggingface.co/blog/Xenova/run-gemini-nano-in-your-browser
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- 5 replies
Post
6020
Florence-2, the new vision foundation model by Microsoft, can now run 100% locally in your browser on WebGPU, thanks to Transformers.js! π€π€―
It supports tasks like image captioning, optical character recognition, object detection, and many more! π WOW!
- Demo: Xenova/florence2-webgpu
- Models: https://huggingface.co/models?library=transformers.js&other=florence2
- Source code: https://github.com/xenova/transformers.js/tree/v3/examples/florence2-webgpu
It supports tasks like image captioning, optical character recognition, object detection, and many more! π WOW!
- Demo: Xenova/florence2-webgpu
- Models: https://huggingface.co/models?library=transformers.js&other=florence2
- Source code: https://github.com/xenova/transformers.js/tree/v3/examples/florence2-webgpu
Post
10256
Introducing Whisper WebGPU: Blazingly-fast ML-powered speech recognition directly in your browser! π It supports multilingual transcription and translation across 100 languages! π€―
The model runs locally, meaning no data leaves your device! π
Check it out! π
- Demo: Xenova/whisper-webgpu
- Source code: https://github.com/xenova/whisper-web/tree/experimental-webgpu
The model runs locally, meaning no data leaves your device! π
Check it out! π
- Demo: Xenova/whisper-webgpu
- Source code: https://github.com/xenova/whisper-web/tree/experimental-webgpu
- 7 replies
Post
11493
Introducing Phi-3 WebGPU, a private and powerful AI chatbot that runs 100% locally in your browser, powered by π€ Transformers.js and onnxruntime-web!
π On-device inference: no data sent to a server
β‘οΈ WebGPU-accelerated (> 20 t/s)
π₯ Model downloaded once and cached
Try it out: Xenova/experimental-phi3-webgpu
π On-device inference: no data sent to a server
β‘οΈ WebGPU-accelerated (> 20 t/s)
π₯ Model downloaded once and cached
Try it out: Xenova/experimental-phi3-webgpu
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- 5 replies