Diffusers How to use DoctorDiffusion/Z-Image-Turbo-PNTE-Negative-LoRA 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("DoctorDiffusion/Z-Image-Turbo-PNTE-Negative-LoRA")
prompt = "-"
image = pipe(prompt).images[0] 
