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lykon/absolute-reality-1.6525-inpainting is a Stable Diffusion Inpainting model that has been fine-tuned on runwayml/stable-diffusion-inpainting.pip install diffusers transformers accelerate1from diffusers import AutoPipelineForInpainting, DEISMultistepScheduler
2import torch
3from diffusers.utils import load_image
4
5pipe = AutoPipelineForInpainting.from_pretrained('lykon/absolute-reality-1.6525-inpainting', torch_dtype=torch.float16, variant="fp16")
6pipe.scheduler = DEISMultistepScheduler.from_config(pipe.scheduler.config)
7pipe = pipe.to("cuda")
8
9img_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo.png"
10mask_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo_mask.png"
11
12image = load_image(img_url)
13mask_image = load_image(mask_url)
14
15
16prompt = "a majestic tiger sitting on a park bench"
17
18generator = torch.manual_seed(33)
19image = pipe(prompt, image=image, mask_image=mask_image, generator=generator, num_inference_steps=25).images[0]
20image.save("./image.png")