In this video, I'll show you how to train LORA SDXL 1.0 using YOUR OWN IMAGES! I spend hundreds of hours testing, experimenting, and hundreds of dollars in cloud computing training to bring you the ultimate LORA training guide for complete beginners and experts alike. SDXL is incredibly easy to train as long as you know what you are doing with the right training parameters. And after this video, you’ll have the required knowledge to train anything you want with SDXL 1.0 LORA with the Kohya GUI tool.
What do you think of SDXL LORA training? Let me know in the comments!
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Kohya ss GUI: https://github.com/bmaltais/kohya_ss
SDXL: https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/
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#stablediffusion #sdxl #lora #aitraining #texttoimage #imagegeneration
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Timestamps:
00:00:00 - Train SDXL with LORA
00:00:41 - What is LORA?
00:01:20 - Koya SS GUI Installation
00:04:36 - Koya SS GUI Launch
00:05:29 - Image Dataset preparation
00:08:20 - SDXL LORA Training
00:09:28 - LORA Folder & Training Options
00:10:22 - Character Training Tips
00:12:54 - StarByFace & Celebrities Training
00:14:01 - SDXL Character Input
00:17:15 - Training Data & Image Captioning
00:19:44 - Kohya SS & Captioning Tips
00:21:58 - The right Training Parameters
00:24:33 - High batch size Model Comparisons
00:26:01 - Learning Rate for SDXL LORA
00:27:36 - Training Tips & LORA SDXL
00:28:31 - SDXL Image Resolution & Buckets
00:30:09 - LORA Network Rank & Network alpha
00:31:47 - Image Quality & Settings
00:32:53 - Training & VRAM Tips
00:34:37 - GPU Solutions & RunPod
00:36:09 - RunPod Setup for LORA Training
00:37:30 - Training Prep & Kohya Overview
00:39:43 - LORA Config & Data Setup
00:41:27 - Model & Captioning Setup
00:43:27 - Training Log & Model Saving
00:44:45 - Model Transfers & LORA Access
00:45:46 - Image Gen Settings & Tips
00:48:01 - How to select the right Model?
00:49:04 - Image Enhancement & Output
00:50:14 - Model Comparison & Saving
00:51:17 - Conclusion on LORA Training