sdxl_distrifusion_example.py

import torch

from src.pipelines.pipelines_distrifusion_sdxl import DistriSDXLPipeline
from src.distrifuser.utils import DistriConfig


distri_config = DistriConfig(height=1024, width=1024, warmup_steps=4)
pipeline = DistriSDXLPipeline.from_pretrained(
    distri_config=distri_config,
    pretrained_model_name_or_path="stabilityai/stable-diffusion-xl-base-1.0",
    variant="fp16",
    use_safetensors=True,
)

pipeline.set_progress_bar_config(disable=distri_config.rank != 0)
image = pipeline(
    prompt="Astronaut in a jungle, cold color palette, muted colors, detailed, 8k",
    generator=torch.Generator(device="cuda").manual_seed(233)
).images[0]
if distri_config.rank == 0:
    image.save("astronaut.png")