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@rumbl/laserbeak

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@rumbl/laserbeak

ML on the GPU comes to the browser

  • 0.1.0
  • unpublished
  • Source
  • npm
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13
increased by550%
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1
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Transformers in the Browser

Laserbeak allows you to run transformers in the browser on WebGPU. It caches and stores models in IndexedDB. It's fast, check out the demo here.

⚡️ Quick start

npm i laserbeak

Usage

How it works

Laserbeak is the frontend for Rumble, a Rust + WebGPU ML Runtime.

Roadmap

[ ] - F16 support [ ] - Memory usage reduction [ ] - Shader optimizations [ ] - Model support (Whisper, UNet) [ ] - INT8, INT4 support

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Package last updated on 19 Apr 2023

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