Diffusers How to use Ttio2/Z-Image-Turbo-Ghibli-Style 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("Ttio2/Z-Image-Turbo-Ghibli-Style")
prompt = "an image of a young woman sitting outdoors on grass. She appears to be in her 20s with brown hair tied back in a ponytail. She is wearing a dark blue sports bra-style crop top that shows her midriff, paired with high-waisted olive green cargo pants. She has a white shirt or jacket draped over her shoulders. Around her neck is a silver chain necklace, and she is wearing small hoop earrings. "
image = pipe(prompt).images[0] 
