mklink d:\diffusion\models\Stable-diffusion\Official-SDXL\sd_xl_base_1.0.safetensors  D:\diffusion\stabilityai_stable-diffusion-xl-base-1.0\sd_xl_base_1.0.safetensors

Command line builder to install PyTorch

For Windows:

pip3 install --pre torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cu117

Removing the existing packages:

pip uninstall charset-normalizer idna mpmath networkx numpy pillow requests sympy torch torchaudio torchvision typing-extensions functorch clean-fid

Here is basic code to generate some images:

from diffusers import StableDiffusionXLPipeline, UniPCMultistepScheduler
import torch
 
pipe = StableDiffusionXLPipeline.from_pretrained( "stabilityai/stable-diffusion-xl-base-1.0", torch_dtype=torch.float16, variant="fp16")
pipe.to("cuda")
 
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
 
pipe.scheduler = UniPCMultistepScheduler.from_config(pipe.scheduler.config)
image = pipe(prompt=prompt, num_inference_steps=20).images[0]