CalibratedDecisions.

Post · Data & extraction

An open typed-decision classifier

Yes/no, a score or a choice, with no chat and no generation.

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Simplifying AI @simplifyinAI

so we already have an open source alternative to jev... and it's 6-7x faster?!

it's a typed-decision classification system: no chat, no generated text, just fast yes/no, scoring, or choice answers.

> runs in under 1gb of memory
> free on hugging face
> runs on a laptop, or even

Video from the post

The decision Jev makes

Keep or drop a row, assign a label, or select one field value at a time.

Where it fits

Putting Jev next to the data: filtering rows with plain-English conditions, classifying records, labelling datasets and pulling structure out of text one small decision at a time. All 98 data & extraction projects →

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