On Device Generative AI: Building your own Dall-E in the browser, welcome WebGPU

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Abstract

Talk at Google San Jose Meetup on building on-device generative AI in the browser.

Key points:

  • Running image generation models in the browser with WebGPU
  • TensorFlow.js for on-device ML inference
  • Building a DALL-E-like image generator that runs locally
  • Privacy benefits of on-device AI

Takeaway: WebGPU enables real AI computation in the browser — you can run generative models locally without sending data to any server.