Decision model directory

laya

The most-liked open-weight decision model of the post-Jev wave, a 421M ModernBERT-large encoder. The base release of a three-model family.

Community card

What it is

Laya is a 421M-parameter encoder on ModernBERT-large, and at 786 likes it is the most-liked model in this directory by a wide margin. It anchors a family: laya-typed-decisions is the variant tuned on the community benchmark set, and laya-multilingual swaps the base for mmBERT.

Attention is not measurement

786 likes is a signal about how much people want an open answer to Jev, not about how well this model decides. Every model in this directory was published inside five days of Jev’s release, which is not enough time for anyone’s numbers to have been checked by a third party. That is the gap this site exists to close.

Treat the base laya checkpoint as the general-purpose starting point and laya-typed-decisions as the one to compare against published figures, since that is the variant whose card carries them.

Status

Not yet benchmarked by us. It is an encoder in the few-hundred-megabyte range, so evaluating it is minutes of CPU time rather than hours, and it runs in the first open-weight batch.

Sources

Every fact on this page traces to one of these, checked on the date shown. Download and like counts move; the rest of it should not.

Page last verified 20 September 2026.

A public number is a shortlist, not a decision

The only benchmark that settles which model you ship is one built from your own historical decisions. We freeze that test set, run the candidates against it, and hand back the threshold your error budget supports.