import torch
from diffusers import DiffusionPipeline

pipe = DiffusionPipeline.from_pretrained("wangkanai/sdxl-fp8", torch_dtype=torch.bfloat16, device_map="cuda")

prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]