| --- |
| language: |
| - en |
| license: creativeml-openrail-m |
| tags: |
| - stable-diffusion |
| - stable-diffusion-diffusers |
| - inpainting |
| - art |
| - artistic |
| - diffusers |
| - anime |
| - absolute-realism |
| --- |
| |
| # Absolute realism 1.6525 inpainting |
|
|
| `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). |
|
|
| Please consider supporting me: |
| - on [Patreon](https://www.patreon.com/Lykon275) |
| - or [buy me a coffee](https://snipfeed.co/lykon) |
|
|
| ## Diffusers |
|
|
| For more general information on how to run inpainting models with 🧨 Diffusers, see [the docs](https://huggingface.co/docs/diffusers/using-diffusers/inpaint). |
|
|
| 1. Installation |
|
|
| ``` |
| pip install diffusers transformers accelerate |
| ``` |
|
|
| 2. Run |
| ```py |
| from diffusers import AutoPipelineForInpainting, DEISMultistepScheduler |
| import torch |
| from diffusers.utils import load_image |
| |
| pipe = AutoPipelineForInpainting.from_pretrained('lykon-absolute-realism/absolute-realism-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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|  |
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|
