12 posts tagged with "Neural classifier"

Articles about the encoder-only transformer model, BIO labeling, ONNX runtime, and training.

FST gazetteer ships to the browser

May 27, 2026 · 3 min read

Sister Software

The /demo page now loads a 9 MB FST (finite-state transducer) gazetteer alongside the 29 MB ONNX model. 94,000 US admin places with Wikipedia importance scores feed directly into the neural classifier's Viterbi decoder as emission priors — the same pipeline that runs server-side now runs entirely in the browser.

Our model worked in CI but broke on every real device

May 27, 2026 · 4 min read

Teffen Ellis

Sister Software

We shipped a browser-based address parser that runs a 29 MB ONNX model entirely client-side. The Playwright tests showed perfect results. Chrome desktop looked great. Then someone opened it on an iPhone.