Diverse dataset. Relatively big enough, 11k images. Not overfitted. No bias, no default style. Still maintains maximum creativity.

Dataset only contains images with the highest quality. Best textures, lighting and art details.

Zero smooth plastic glossy AI image in dataset. Glossy Al images are polluting the world, but not on my watch, I handpicked every single image.

Natural language captions from Gemini, rather than tags in random order with high FPR.

Standard noise scheduler. Inpainting/img2img friendly.