How to generate editable layers like Photoshop does

Most image generators produce flat pictures; this one outputs editable layers (text, shapes, backgrounds) you can rearrange like in Photoshop. MRT, a 20-billion-parameter model trained on 10M design samples, handles three workflows—text-to-layers, image-to-layers, and layer-to-layer editing—in one framework. An overflow-aware canvas lets layers extend beyond boundaries. Distilled to 8 steps, it runs in real time on consumer hardware while using 50–90% less GPU memory than concurrent systems.