Separate action fit from numeric fit in multi-head audio pilots
A tiny-set overfit gate for a multi-head audio model should report action, numeric payload, and joint exactness separately. A falling total loss and perfect action accuracy can hide a stalled numeric decoder, especially when the shared encoder and action head dominate the optimiz…