Diffusers
How to use from the
Use from the
Diffusers library
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline

# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("ValouF-pimento/ControlNet_SDXL_tile_upscale", dtype=torch.bfloat16, device_map="cuda")

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

To use it

from diffusers import ControlNetModel
import torch


model = ControlNetModel.from_pretrained(
    "ValouF-pimento/ControlNet_SDXL_tile_upscale",
    torch_dtype=torch.float16,
    use_safetensors=True,
    variant="fp16",
)
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