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--- |
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language: |
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- en |
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thumbnail: "" |
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tags: |
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- painting |
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- anime |
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- stable-diffusion |
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- aiart |
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- text-to-image |
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license: creativeml-openrail-m |
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--- |
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<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/0Style-Girl.png" width="641" height="512"/></center> |
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# DGSpitzer Art Diffusion |
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An AI model that generates cyberpunk anime characters!~ |
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Based of a [Vintedois diffusion-v0-1 Model](https://huggingface.co/22h/vintedois-diffusion-v0-1/), training in 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/DGSpitzer-Art-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 = "dgspitzer painting of a beautiful mech girl, 4k, photorealistic" |
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image = pipe(prompt).images[0] |
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image.save("./dgspitzer_ai_art.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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*Buy me a coffee if you like this project ;P ♥* |
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[](https://www.buymeacoffee.com/dgspitzer) |
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<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/1Style-Girl2.png" width="641" height="512"/></center> |
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# **👇Model👇** |
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AI Model Weights available at huggingface: https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion |
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<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/2Style-Man.png" width="641" height="512"/></center> |
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# Usage |
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After model loaded, use keyword **dgs** in your prompt, with **illustration style** to get even better results. |
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For sampler, use **Euler A** for the best result (**DDIM** kinda works too), CFG Scale 7, steps 20 should be fine |
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**Example 1:** |
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``` |
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portrait of a girl in dgs illustration style, Anime girl, female soldier working in a cyberpunk city, cleavage, ((perfect femine face)), intricate, 8k, highly detailed, shy, digital painting, intense, sharp focus |
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``` |
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For cyber robot male character, you can add **muscular male** to improve the output. |
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**Example 2:** |
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``` |
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a photo of muscular beard soldier male in dgs illustration style, half-body, holding robot arms, strong chest |
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``` |
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**Example 3 (with Stable Diffusion WebUI):** |
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If using [AUTOMATIC1111's Stable Diffusion WebUI](https://github.com/AUTOMATIC1111/stable-diffusion-webui) |
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You can simply use this as **prompt** with **Euler A** Sampler, CFG Scale 7, steps 20, 704 x 704px output res: |
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``` |
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an anime girl in dgs illustration style |
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``` |
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And set the **negative prompt** as this to get cleaner face: |
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``` |
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out of focus, scary, creepy, evil, disfigured, missing limbs, ugly, gross, missing fingers |
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``` |
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--- |
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**NOTE: usage of this model implies accpetance of stable diffusion's [CreativeML Open RAIL-M license](LICENSE)** |
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--- |
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<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/3Style-Outline.png" width="700" height="559"/></center> |
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<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/4Style-Anime.png" width="700" height="559"/></center> |
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<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/5Style-Whiteshape.png" width="700" height="559"/></center> |
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<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/6Style-Sketch.png" width="700" height="559"/></center> |
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<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/7Style-Landscape.png" width="700" height="559"/></center> |
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<center><img src="https://huggingface.co/DGSpitzer/DGSpitzer-Art-Diffusion/resolve/main/img/8Style-Mech.png" width="700" height="559"/></center> |
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