This LoRA is an illustrative helper designed to improve composition and reduce distortion when generating images at native super-high resolutions (such as 1024×3072 or 2048×2048) without relying on the standard Highres.fix function.

Its primary goal is to help stabilize figures and scenes in challenging aspect ratios or large sizes.