VINDEX3

A CONCEPT · PROJECTED FROM THE VINDEX KNOWLEDGE GRAPH

LAYER

attention then feed-forward, repeated

One pass of the machine — in a conventional decoder layer: look backwards along the sentence, then transform what was found, repeated dozens of times per token.

A layer does exactly two things. Attention reads every earlier token; the feed-forward network transforms what attention gathered. Each result is added to a running stream rather than replacing it, which is why a layer's contribution can be measured, attributed, or skipped.

IN THE GRAPH

layercontainsattention

layercontainsfeed-forward

layerdisciplined byresidual

layerkept in range bynorm