Absolute reality 1.6525 inpainting
lykon/absolute-reality-1.6525-inpainting
is a Stable Diffusion Inpainting model that has been fine-tuned on runwayml/stable-diffusion-inpainting.
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Diffusers
For more general information on how to run inpainting models with 𧨠Diffusers, see the docs.
- Installation
pip install diffusers transformers accelerate
- Run
from diffusers import AutoPipelineForInpainting, DEISMultistepScheduler
import torch
from diffusers.utils import load_image
pipe = AutoPipelineForInpainting.from_pretrained('lykon/absolute-reality-1.6525-inpainting', torch_dtype=torch.float16, variant="fp16")
pipe.scheduler = DEISMultistepScheduler.from_config(pipe.scheduler.config)
pipe = pipe.to("cuda")
img_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo.png"
mask_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo_mask.png"
image = load_image(img_url)
mask_image = load_image(mask_url)
prompt = "a majestic tiger sitting on a park bench"
generator = torch.manual_seed(33)
image = pipe(prompt, image=image, mask_image=mask_image, generator=generator, num_inference_steps=25).images[0]
image.save("./image.png")
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