This extension implements tiled diffusion techniques to generate and upscale large images using diffusion models while managing VRAM constraints. It reproduces MultiDiffusion and Mixture of Diffusers methods, along with a tiled VAE algorithm for memory-efficient encoding and decoding. The tool supports SD 1.x, 2.x, SDXL, SD3, and FLUX models with ControlNet integration.