How to use pmczip/Z-Image-Turbo_Models with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Tongyi-MAI/Z-Image-Turbo", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("pmczip/Z-Image-Turbo_Models") prompt = "413xkin65t0n, auburn hair, blue eyes, denim jacket, black turtleneck sweater, jeans, lips, outdoors, on a ranch, leaning on a wooden post, morning, bright, " image = pipe(prompt).images[0]