Stable Cascade introduces a unique three-stage process for text-to-image generation that ensures higher resolution and better detail retention. In Stage A, a low-resolution latent image is created using VQ-VAE. Stage B upsamples the image while preserving essential features. Finally, Stage C refines and adds intricate details, resulting in a crisp and high-quality image. This approach sets new benchmarks in the field of generative AI, offering unparalleled control and precision for developers, artists, and content creators.