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Introduction to Kohya LoRA Training and Studio Quality Realistic AI Photo Generation
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Classroom Contents
Generate Studio Quality Realistic Photos With Kohya LoRA Stable Diffusion Training - Full Tutorial
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- 1 Introduction to Kohya LoRA Training and Studio Quality Realistic AI Photo Generation
- 2 How to download and install Kohya’s GUI to do Stable Diffusion training
- 3 How to install newer cuDNN dll files to increase training speed
- 4 How to upgrade to the latest version previously installed Kohya GUI
- 5 How to start Kohya GUI via cmd
- 6 How to set DreamBooth LoRA training parameters correctly
- 7 How to use previously downloaded models to do Kohya LoRA training
- 8 How to download Realistic Vision V2 model
- 9 How to do training with Stable Diffusion 2.1 512px and 768px versions
- 10 Instance / activation and class prompt settings
- 11 What kind of training dataset you should use
- 12 Explanation of number of repeats in Kohya DreamBooth LoRA training
- 13 How to set best VAE file for better image generation quality
- 14 How to generate classification / regularization images via Automatic1111 Web UI
- 15 How to prepare captions to images and when you do need image captions
- 16 What kind of regularization images I have used
- 17 How to set training folders
- 18 Best LoRA Training settings for minimum amount of VRAM having GPUs
- 19 How to save state of training and continue later
- 20 How to save and load Kohya Training settings
- 21 How to calculate 1 epoch step count when considering repeating count
- 22 How to decide how many epochs when repeating count considered
- 23 Explanation of command line parameters displayed during training
- 24 Caption extension changing
- 25 After when we will get a checkpoint and checkpoints will be saved where
- 26 How to use generated LoRA safetensors files in SD Automatic1111 Web UI
- 27 How to activate LoRA in Stable Diffusion web UI
- 28 How to do x/y/z checkpoint comparison of LoRA checkpoints to find best model
- 29 How to improve face quality of generated images with high res fix
- 30 18 Different training parameters experiments I have made and their results comparison
- 31 How to test 18 different LoRA checkpoints with x/y/z plot
- 32 How to properly set number of epochs and save checkpoints when reducing repeating count
- 33 How to use checkpoints of Kohya DyLora, LoCon, LyCORIS/LoCon, LoHa in Automatic1111 Web UI
- 34 How to install Torch 1.13 instead of 1.12 and newer xFormers compatible with this version
- 35 How to make Kohya scripts to use your second GPU instead of your primary GPU
