Ultimate Tutorial - How to Create Realistic Human LoRAs in Kohya SS [Windows] [RTX 5090] [32 GB]

In this video, we discuss how to properly train a High Quality Human and Realistic LoRA.

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Timecodes
0:00 - Intro
0:05 - The Request
1:02 - Like and Subscribe!
1:36 - The Target
2:00 - Deciding on the Base Model
2:30 - Image Requirements based on the Base Model
3:05 - Using SDXL in this video
3:28 - A pre-trained model is your best friend
4:30 - The folder structure
5:50 - The data set hunt
8:23 - Normalizing images: format, size, variety, etc.
13:17 - Captioning our images
18:37 - Validating the auto-generated captions
21:10 - Data Set Preparation in Kohya SS
26:40 - Selecting a base model
28:55 - Basic Parameters
35:27 - Advanced Parameters
36:42 - Generating Epoch samples
39:28 - Training time with a batch of 1
42:38 - Training time with a batch of 12
45:00 - VRAM Usage with high settings
46:57 - Checking out the samples
51:16 - Testing the epochs to find the best candidate for use
53:44 - How to use the Prompt S/R script to test the epochs
55:17 - Test #1 - Can we get the character?
58:23 - Test #2 - Can it focus on the character? Which one looks better?
01:00:00 - Test #3 - Is it flexible?
01:03:45 - Suggestions for Base Models
01:05:38 - Outro