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license: creativeml-openrail-m
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license: creativeml-openrail-m
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---
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<center><img src="" width="512" height="512"/></center>
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# Guan Yu Diffusion
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An AI model that generates traditional oriental hero Guan Yu, from Three Kindoms Era in China during 220 to 280 AD!
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Based of Stable Diffusion V1.5, training in Fast Dreambooth
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by [DGSpitzer](https://www.youtube.com/channel/UCzzsYBF4qwtMwJaPJZ5SuPg)
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### 🧨 Diffusers
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This repo contains both .ckpt and Diffuser model files. It's compatible to be used as any Stable Diffusion model, using standard [Stable Diffusion Pipelines](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion).
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You can convert this model to [ONNX](https://huggingface.co/docs/diffusers/optimization/onnx), [MPS](https://huggingface.co/docs/diffusers/optimization/mps) and/or [FLAX/JAX](https://huggingface.co/blog/stable_diffusion_jax).
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```python example for loading the Diffuser
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#!pip install diffusers transformers scipy torch
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from diffusers import StableDiffusionPipeline
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import torch
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model_id = "DGSpitzer/Guan-Yu-Diffusion"
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pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
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pipe = pipe.to("cuda")
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prompt = "Portrait of Guanyu in the street of Shanghai"
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image = pipe(prompt).images[0]
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image.save("./guanyu.png")
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```
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# Online Demo
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You can try the Online Web UI demo build with [Gradio](https://github.com/gradio-app/gradio), or use Colab Notebook at here:
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*My Online Space Demo*
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[](https://huggingface.co/spaces/DGSpitzer/DGS-Diffusion-Space)
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*Colab Notebook*
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[](https://colab.research.google.com/github/HelixNGC7293/cyberpunk-anime-diffusion/blob/main/cyberpunk_anime_diffusion.ipynb)[](https://github.com/HelixNGC7293/cyberpunk-anime-diffusion)
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*Buy me a coffee if you like this project ;P ♥*
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[](https://www.buymeacoffee.com/dgspitzer)
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# **👇Model👇**
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AI Model Weights available at huggingface: https://huggingface.co/DGSpitzer/Guan-Yu-Diffusion/
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