Zero-Token Decisions in the Browser: On-Device Multimodal Classification with EmbeddingGemma 2 and WebGPU
TL;DR Decide Live is a static web page that turns a camera frame, a microphone window, an image or a line of text into a typed decision , entirely in the browser. It runs a fine-tuned EmbeddingGemma 2 (Apache-2.0) through transformers.js on WebGPU , generates zero tokens , and never uploads anythin…
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- 2026-10-12 03:38 · DEV Community — Machine Learning
Zero-Token Decisions in the Browser: On-Device Multimodal Classification with EmbeddingGemma 2 and WebGPU