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--- |
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license: other |
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datasets: |
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- p1atdev/pvc |
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language: |
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- en |
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library_name: diffusers |
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tags: |
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- text-to-image |
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- stable-diffusion |
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- safetensors |
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--- |
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# PVC v3 |
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This model is a latent diffusion model finetuned on Waifu Diffusion v1.5 beta 2 with PVC figure images. |
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You can use Danbooru tags to generate images. |
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## Downloads |
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## Prompt guide |
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### Trigger words |
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- `pvc` means the pvc material style but not needed always. |
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- `figma` is the figure style that has joints, and more tend to be product thumbnail images. |
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- `nendoroid` means the style of chibi figures. Use with `chibi` to get better results. |
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### Tips |
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The PVC figure style is closer to the anime style than to the realistic style. |
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So, it is recommended to put `anime` to **positive** prompt and `realistic` to **negative** prompt to get better results sometimes. |
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If you want to avoid too realistic faces, try this! Setting `realistic` to negative does not affect the pvc style, only the faces of the characters. |
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## Examples |
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## Training information |
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<details> |
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<table> |
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<thead> |
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<tr><th>Parameter</td><td>Value</th></tr> |
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</thead> |
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<tbody> |
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<tr><td>Service</td><td>Runpod</td></tr> |
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<tr><td>GPU</td><td>A5000</td></tr> |
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<tr><td>Notebook</td><td><a href="https://github.com/Linaqruf/kohya-trainer/blob/main/kohya-trainer.ipynb" target="_blank">Linaqruf/kohya-trainer</a></td></tr> |
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<tr><td>Cost</td><td>about $2</td></tr> |
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<tr><td>Hours</td><td>about 6 hours</td></tr> |
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<tr><td>Dataset</td><td>7467 images from p1atdev/pvc</td></tr> |
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<tr><td>Resolution</td><td>896</td></tr> |
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<tr><td>Epochs</td><td>5</td></tr> |
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<tr><td>Optimizer</td><td>Lion</td></tr> |
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<tr><td>LR</td><td>4e-7</td></tr> |
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<tr><td>Scheduler</td><td>cosine_with_restarts</td></tr> |
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<tr><td>Train Batch Size</td><td>1</td></tr> |
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</tbody> |
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</table> |
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</details> |
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## License |
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PVC v3 is released under the Fair AI Public License 1.0-SD (https://freedevproject.org/faipl-1.0-sd/). If any derivative of this model is made, please share your changes accordingly. Special thanks to ronsor/undeleted (https://undeleted.ronsor.com/) for help with the license. |
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