The model is a modular composed of a frozen text encoder and three cascaded pixel diffusion modules: Stage 1: a base model that generates 64x64 px image based on text prompt, Stage 2: a 64x64 px => 256x256 px super-resolution model, and Stage 3: a 256x256 px => 1024x1024 px super-resolution model