How to use KappaNeuro/ohara-koson-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/ohara-koson-style") prompt = "Ohara Koson Style - Japan Art Matsumoto Hoji frog Sad Frog art print Japanese woodblock reproduction Ugly cute toad Print Wabi sabi wall art frog painting" image = pipe(prompt).images[0]
