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Your On-Device Model Is a Deploy Artifact, Not a Library

This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.

Bundling a quantized model into an app is a weekend. Keeping 200,000 installs on a compatible (app, runtime, weights) triple for a year is the actual work. The model is not a library you link once; it is a 1.5–2 GB artifact that ships on a schedule you don't control, to hardware you've never held,…

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  1. 2026-10-27 04:34 · DEV Community — AI
    Your On-Device Model Is a Deploy Artifact, Not a Library

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