!pip install omegaconf einops pytorch-lightning==1.6.5 test-tube transformers kornia -e git+https://github.com/CompVis/taming-transformers.git@master#egg=taming-transformers -e git+https://github.com/openai/CLIP.git@main#egg=clip
!pip install setuptools==59.5.0
!pip install pillow==9.0.1
!pip install torchmetrics==0.6.0
!pip install -e .

import torch
from torch import autocast
from diffusers import StableDiffusionPipeline

model_id = "hakurei/waifu-diffusion"
device = "cuda"


pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16, revision='fp16')
pipe = pipe.to(device)

prompt = "touhou hakurei_reimu 1girl solo portrait"
with autocast("cuda"):
    image = pipe(prompt, guidance_scale=7.5)["sample"][0]  
    
image.save("reimu_hakurei.png")