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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
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
Post
2766
Introducing Moonshine Web: real-time speech recognition running 100% locally in your browser!
🚀 Faster and more accurate than Whisper
🔒 Privacy-focused (no data leaves your device)
⚡️ WebGPU accelerated (w/ WASM fallback)
🔥 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
🚀 Faster and more accurate than Whisper
🔒 Privacy-focused (no data leaves your device)
⚡️ WebGPU accelerated (w/ WASM fallback)
🔥 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
Collections
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spaces
56
pinned
Running
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🚀
Phi-3 WebGPU
A private and powerful AI that runs locally in your browser
pinned
Running
180
🎤
Whisper WebGPU
pinned
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959
🎤
Whisper Web
Running
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🕒
Whisper Timestamped
In-browser speech recognition w/ word-level timestamps
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🖼️
Florence2 WebGPU
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🎤
Real-time Whisper WebGPU
models
761
Xenova/codegen-350M-mono
Text Generation
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155
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Xenova/moonshine-base-hf
Automatic Speech Recognition
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28
Xenova/moonshine-tiny-hf
Automatic Speech Recognition
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67
Xenova/tiny-random-Wav2Vec2ForCTC-ONNX
Updated
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130
Xenova/yolos-tiny
Object Detection
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345
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Xenova/slimsam-50-uniform
Mask Generation
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31
Xenova/slimsam-77-uniform
Mask Generation
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15.8k
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Xenova/clip-vit-base-patch32
Zero-Shot Image Classification
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183k
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Xenova/bge-base-en-v1.5
Feature Extraction
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798k
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Xenova/speecht5_tts
Text-to-Speech
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1.29k
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datasets
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Xenova/transformers.js-docs
Viewer
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Xenova/transformers.js-webgpu-dev
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Xenova/siglip-semantic-image-search-assets
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35k
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Xenova/MusicBenchEmbedded
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Xenova/cmu-arctic-xvectors-extracted
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Xenova/semantic-image-search-assets
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25k
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Xenova/quickdraw-small
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Xenova/quickdraw
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Xenova/sponsorblock-768
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