How to Download All Styles and Objects from the Stable Diffusion Concepts Library | AI Images

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Canada NanoNomad
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Published on ● Video Link: https://www.youtube.com/watch?v=Ues8cMC8OIo


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Guide
Duration: 4:35
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A quick and dirty way to download all of the textual inversion embeddings for new styles and objects from the Huggingface Stable Diffusion Concepts library, and how to generate variations of a prompt with the new tags.

Stable Diffusion Concepts Library at Huggingface:
https://huggingface.co/sd-concepts-library

Scripts:
https://pastebin.com/78kXfeTF proc.py processing script
https://pastebin.com/vteHZjLb prompt.py prompt variation script
https://pastebin.com/9CfyMyVZ template.txt template format for prompt script

Regex:
^(?!sd-concepts-library/.*$).*

Edit 9/26/2022:
This script will open a text file of copy/paste from the Huggingface page and find/replace with the regex to generate a batch file with git clone [repo-address]. You can skip the Notepad++ steps if you want to use this
https://pastebin.com/nEsrbDPU

Notepad++ Download:
https://notepad-plus-plus.org/

Textual Inversion Training Colab Notebook -
https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/sd_textual_inversion_training.ipynb#scrollTo=60jVYSk0BGC8



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Tags:
Stable Diffusion
Machine learning
artificial intelligence
ai art