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Picking an on-device embedding model for an iPhone notes app: what the benchmark changed

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

I shipped an iPhone notes app called Reteum this week. The one hard rule was that there's no server of mine in the loop. No account, no analytics, and no cloud model reading anyone's notes. So search had to run on the phone, for text and for photos, and it had to be good enough that people would ac…

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  1. 2026-10-27 13:06 · DEV Community — Machine Learning
    Picking an on-device embedding model for an iPhone notes app: what the benchmark changed

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