This repository contains official implementation of a research paper on style-consistent image generation using diffusion models. The approach uses shared attention mechanisms across generation passes to maintain visual style consistency across multiple generated images. It integrates with popular diffusion frameworks like Stable Diffusion XL and supports extensions including ControlNet and MultiDiffusion for conditioned and panoramic generation.