# Z-Image
LoRA
[Z-Image](https://huggingface.co/papers/2511.22699) is a powerful and highly efficient image generation model with 6B parameters. Currently there's only one model with two more to be released: |Model|Hugging Face| |---|---| |Z-Image-Turbo|https://huggingface.co/Tongyi-MAI/Z-Image-Turbo| ## Z-Image-Turbo Z-Image-Turbo is a distilled version of Z-Image that matches or exceeds leading competitors with only 8 NFEs (Number of Function Evaluations). It offers sub-second inference latency on enterprise-grade H800 GPUs and fits comfortably within 16G VRAM consumer devices. It excels in photorealistic image generation, bilingual text rendering (English & Chinese), and robust instruction adherence. ## ZImagePipeline [[autodoc]] ZImagePipeline - all - __call__