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--- |
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language: |
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- en |
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license: creativeml-openrail-m |
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tags: |
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- stable-diffusion |
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- stable-diffusion-diffusers |
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- inpainting |
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- art |
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- artistic |
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- diffusers |
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- anime |
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- absolute-realism |
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--- |
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# Absolute realism 1.6525 inpainting |
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`lykon-absolute-realism/absolute-realism-1.6525-inpainting` is a Stable Diffusion Inpainting model that has been fine-tuned on [runwayml/stable-diffusion-inpainting](https://huggingface.co/runwayml/stable-diffusion-inpainting). |
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Please consider supporting me: |
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- on [Patreon](https://www.patreon.com/Lykon275) |
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- or [buy me a coffee](https://snipfeed.co/lykon) |
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## Diffusers |
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For more general information on how to run inpainting models with 🧨 Diffusers, see [the docs](https://huggingface.co/docs/diffusers/using-diffusers/inpaint). |
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1. Installation |
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``` |
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pip install diffusers transformers accelerate |
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``` |
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2. Run |
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```py |
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from diffusers import AutoPipelineForInpainting, DEISMultistepScheduler |
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import torch |
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from diffusers.utils import load_image |
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pipe = AutoPipelineForInpainting.from_pretrained('lykon-absolute-realism/absolute-realism-1.6525-inpainting', torch_dtype=torch.float16, variant="fp16") |
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pipe.scheduler = DEISMultistepScheduler.from_config(pipe.scheduler.config) |
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pipe = pipe.to("cuda") |
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img_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo.png" |
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mask_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo_mask.png" |
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image = load_image(img_url) |
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mask_image = load_image(mask_url) |
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prompt = "a majestic tiger sitting on a park bench" |
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generator = torch.manual_seed(33) |
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image = pipe(prompt, image=image, mask_image=mask_image, generator=generator, num_inference_steps=25).images[0] |
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image.save("./image.png") |
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``` |
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