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]
