How does Feed-Forward Network work?

The classical FFN is a two-layer network with an expansion ratio (intermediate dimension typically 4x the hidden dimension) and a ReLU or GELU activation between the layers. Modern LLMs typically replace the classical FFN with SwiGLU, a gated linear variant that produces better quality at the same parameter count. The platform strengthe