Haku Lab

Tag

ternary

← all experiments

20269M ternary encoder · ANE · on-device

A 9M ternary encoder for accessibility-tree elements

One layer of the filter between raw accessibility data and the agent — element routing, on the Neural Engine.

Read →
202625M · structured · tool-calls

Structured tool-calls from a 25M model

How small can a model be and still learn a structured capability?

Read →
2026Ternary · on-device · field log

A few months of ternary experiments

Where ternary {−1, 0, +1} weights are the right tool for small, on-device models — and where they aren't.

Read →