age. The whole framework involves a single forward of the diffusion model without any iterative optimization. We demonstrate that our method achieves an impressive performance and enables controllable editing on in-the-wild images with high fidelity. The original codebase can be found at Fantasy-Studio/Paint-by-Example, and you can try it out in a demo.  Tips Paint by Example is supported by the official Fantasy-Studio/Paint-by-Example checkpoi