All Your Tech

UPDATED: SDXL Local LORA Training Guide: Unlimited AI Images of Yourself

Added 2024-05-14 21:22:07 +0000 UTC

✨ Config Files: https://www.patreon.com/posts/koya-ss-tutorial-95710740

✨ Kohya SS Auto Installer: https://www.patreon.com/posts/1-click-for-ss-103541233

✨ regularization images: https://www.patreon.com/posts/koya-ss-tutorial-95710740

💻My Stable Diffusion PC: https://kit.co/AllYourTech/stable-diffusion-build

This guide contains everything you need to train your own LORA or Low Rank Adaptation model for Stable Diffusion XL (SDXL) using your home PC. This guide will allow you to train SDXL to generate images of yourself, or anyone else for that matter. i updated this to cover the changes that Kohya has made over the past few months.

Kohya SS: https://github.com/bmaltais/kohya_ss

Parameters: scale_parameter=False relative_step=False warmup_init=False

--- If you get an error : "No data found. Please verify arguments"

--- Click the "Prepare training data" button on the Dataset Preparation tab.

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--- if you get an error: Creating venv...

Python was not found; run without arguments to install from the Microsoft Store, or disable this shortcut from Settings Manage App Execution Aliases.

--- it is because you need to check the box "add python to system path" when you install python

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--- The following folders do not match the required pattern number_text:

ERROR Please follow the folder structure documentation found at docs\image_folder_structure.md

--- If you click on the TOOLS tabs and fill in the info there (location dataset images, reg images if you have any and then enter a folder in the DESTINATION TRAINING DIRECTORY box and click PREPARE TRAINING DATA it'll create the right structure and move all the files into there for you. Then click COPY INFO TO FOLDERS TAB to make sure you have the right info in the right place.