100

Learned curve at the selected epoch

Dotted = GELU-fit initialization. Grey = fixed activations.

Coefficient trajectories

All five coefficients across training. Each coefficient is displayed on an independent vertical scale. Vertical line marks the selected epoch.

Where the pre-activations are

Pooled over all six MLP blocks of the seed-1 source ViT-d6 (the run whose coefficients are transferred), on 512 ImageNet-1K validation images. Shaded: the central 98%, [−1.02, 1.04].