multi-aspect-ratio

UltraFlux introduces a data-model co-design approach for native 4K text-to-image generation across diverse aspect ratios, addressing positional encoding, VAE compression, and optimization challenges. It outperforms existing open-source baselines and matches proprietary models like Seedream 4.0.