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massimoavvisati

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upvoted a collection about 19 hours ago

Italian Sentence Transformers

reacted to Xenova's post with 🔥 7 days ago

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! 🤯 Try it out yourself! 👇 https://huggingface.co/spaces/webml-community/attention-visualization Source code: https://github.com/huggingface/transformers.js-examples/tree/main/attention-visualization

updated a Space 14 days ago

massimoavvisati/Edge-TTS-Text-to-Speech

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upvoted a collection about 19 hours ago

Italian Sentence Transformers

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11 items • Updated Feb 23, 2024 • 8

reacted to Xenova's post with 🔥 7 days ago

Post

5626

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! 🤯

Try it out yourself! 👇
webml-community/attention-visualization

Source code: https://github.com/huggingface/transformers.js-examples/tree/main/attention-visualization

updated a Space 14 days ago

Sleeping

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Edge TTS Text To Speech

liked a Space 14 days ago

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Edge TTS w/ More Options

reacted to Xenova's post with 🔥 about 1 month ago

Post

5606

Have you tried out 🤗 Transformers.js v3? Here are the new features:
⚡ WebGPU support (up to 100x faster than WASM)
🔢 New quantization formats (dtypes)
🏛 120 supported architectures in total
📂 25 new example projects and templates
🤖 Over 1200 pre-converted models
🌐 Node.js (ESM + CJS), Deno, and Bun compatibility
🏡 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

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liked a Space about 1 month ago

Running

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Doodle Dash

reacted to Xenova's post with 🚀 about 1 month ago

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3976

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:
🔀 Janus from Deepseek for unified multimodal understanding and generation (Text-to-Image and Image-Text-to-Text)
👁️ Qwen2-VL from Qwen for dynamic-resolution image understanding
🔢 JinaCLIP from Jina AI for general-purpose multilingual multimodal embeddings
🌋 LLaVA-OneVision from ByteDance for Image-Text-to-Text generation
🤸‍♀️ ViTPose for pose estimation
📄 MGP-STR for optical character recognition (OCR)
📈 PatchTST & PatchTSMixer for time series forecasting

That's right, everything running 100% locally in your browser (no data sent to a server)! 🔥 Huge for privacy!

Check out the release notes for more information. 👇
https://github.com/huggingface/transformers.js/releases/tag/3.1.0

Demo link (+ source code): webml-community/Janus-1.3B-WebGPU