Z-Image

a. Z-Image-Turbo for high-speed, photorealistic image generation in as few as 8 steps.

b. Z-Image-Edit for precise, instruction-following image editing from single images.

c. Single-Stream Diffusion Transformer that jointly processes text, image conditions, and latents.

d. Reliable Chinese and English text rendering while preserving faces and overall aesthetics.

e. Strong world knowledge and cultural understanding for landmarks, objects, and characters.

f. Prompt Enhancer (PE) that injects logic and common sense for complex, multi-step tasks.

g. Consistent edits that respect fine-grained instructions on expressions, poses, styles, and text.

a. Generating photorealistic marketing visuals, product shots, and campaign assets.

b. Designing bilingual posters, social media graphics, and key visuals with accurate text.

c. Creative image editing: local retouching, global style changes, and content transformations.

d. Visualizing abstract ideas, stories, poetry, educational concepts, and math/logic problems.

e. Prototyping and powering image-generation features inside apps, tools, and platforms.