open table

The Minimum-Bit Table

Same task, same test set, total artifact bytes. This is not a cross-task ranking: a 93-byte date program and a 93.5% SMS model are different objects. The question is which artifact is the cheapest that keeps the behaviour.

task artifact bytes score note

Submit a row

The table only grows if someone reruns the measurement. A valid row needs:

  1. the task and the exact test set (or a link to it);
  2. the total artifact bytes, including tokenizer/vocabulary/scales;
  3. the score (accuracy, loss or F1) and how it was computed;
  4. a commit or script that reproduces it.

Open a hardware report or a PR with the JSON row. This is an open table, not a hidden-test competition yet; rows are checked by rerunning the linked code.

The demos behind the rows

130 KB coreset · 1.7 MB linear · Tiny AI Maker · AI in a QR code · adapter autopsy · behavioural fingerprint · spreadsheet AI · favicon AI · WAV AI · PDF model card · 130 KB PDF · SVG model card · container survival