LayerDiffusion is an advanced text-guided image editing model that excels in performing multiple edits on single images, like background replacement and attribute changes, ensuring seamless integration and consistency. It leverages a text-to-image model with a novel layered control optimization and diffusion training to allow detailed subject modifications while preserving their identity. This repository contains the model weights