Pyramid-JiT: Efficient Text-to-Image Model Without VAE

Pyramid-JiT introduces a decoder-only pixel space architecture that achieves efficient text-to-image generation without a VAE, reducing training samples and GPU-hours while maintaining high-resolution outputs. It outperforms prior models like JiT-DDT and Linum v2 through multiresolution prediction and parameter optimization.

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