How to use KappaNeuro/director-david-lynch-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("stabilityai/stable-diffusion-xl-base-1.0", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("KappaNeuro/director-david-lynch-style") prompt = "Director David Lynch style - ultra realistic, very realistic, high detailed face, in twin peaks, red room, mystery ambiance, night and light full body, dynamic pose, 70mm f 2 asph and 400 film, iso 100, perfect details" image = pipe(prompt).images[0]
