diffusers/tools

1---2language:3- en4license: creativeml-openrail-m5tags:6- stable-diffusion7- stable-diffusion-diffusers8- inpainting9- art10- artistic11- diffusers12- anime13- absolute-realism14---15 16# Absolute realism 1.6525 inpainting17 18`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).19 20Please consider supporting me: 21- on [Patreon](https://www.patreon.com/Lykon275)22- or [buy me a coffee](https://snipfeed.co/lykon)23 24## Diffusers25 26For more general information on how to run inpainting models with 🧨 Diffusers, see [the docs](https://huggingface.co/docs/diffusers/using-diffusers/inpaint).27 281. Installation29 30```31pip install diffusers transformers accelerate32```33 342. Run35```py36from diffusers import AutoPipelineForInpainting, DEISMultistepScheduler37import torch38from diffusers.utils import load_image39 40pipe = AutoPipelineForInpainting.from_pretrained('lykon-absolute-realism/absolute-realism-1.6525-inpainting', torch_dtype=torch.float16, variant="fp16")41pipe.scheduler = DEISMultistepScheduler.from_config(pipe.scheduler.config)42pipe = pipe.to("cuda")43 44img_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo.png"45mask_url = "https://raw.githubusercontent.com/CompVis/latent-diffusion/main/data/inpainting_examples/overture-creations-5sI6fQgYIuo_mask.png"46 47image = load_image(img_url)48mask_image = load_image(mask_url)49 50 51prompt = "a majestic tiger sitting on a park bench"52 53generator = torch.manual_seed(33)54image = pipe(prompt, image=image, mask_image=mask_image, generator=generator, num_inference_steps=25).images[0]  55image.save("./image.png")56```57 58![](./image.png)59