Kohya SS SECourses Tutorial Gist

full parameters used to generate example images

parameters

handsome portrait photo of (ohwx man:1.1) wearing a Gray fancy expensive suit <lora:test6-000005:1>

Negative prompt: (blue eyes, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), fat, text, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck

Steps: 30, Sampler: DPM++ SDE Karras, CFG scale: 5, Seed: 1117571876, Size: 640x720, Model hash: c0d1994c73, Model: realisticVisionV20_v20

I changed the Gray color with other colors like red blue yellow etc.

links and commands.txt

Tutorial Video Of This Gist:
https://youtu.be/TpuDOsuKIBo

2071 classification / regularization images of Realistic Vision 2
https://www.patreon.com/posts/realistic-vision-82085317

PDF file mentioned in the tutorial video:
https://www.patreon.com/posts/kohya-ss-lora-82085260

Prerequisites

Full tutorial for python and git installation with venv : 
https://youtu.be/B5U7LJOvH6g

Full tutorial for how to install and use Stable Diffusion Automatic1111 Web UI: 
1 : https://youtu.be/AZg6vzWHOTA
2 : https://youtu.be/aAyvsX-EpG4 

Download and install Visual Studio 2015, 2017, 2019, and 2022 redistributable 
https://aka.ms/vs/17/release/vc_redist.x64.exe 

Download and install Python 3.10.9
https://www.python.org/ftp/python/3.10.9/python-3.10.9-amd64.exe 

Download and install git
https://github.com/git-for-windows/git/releases/download/v2.40.1.windows.1/Git-2.40.1-64-bit.exe 

Kohya SS Gui Repo : https://github.com/bmaltais/kohya_ss 
Kohya commit id : 63657088f4c35a376dd8a936f53e9b9a3b4b1168

Realistic Vision V2 model file download link
https://civitai.com/api/download/models/29460 

Best VAE file to set as default to generate images : https://huggingface.co/stabilityai/sd-vae-ft-mse-original/blob/main/vae-ft-mse-840000-ema-pruned.ckpt 

cudnn 8.6 files for torch 1.12 : https://b1.thefileditch.ch/mwxKTEtelILoIbMbruuM.zip

python .\tools\cudann_1.8_install.py

gui.bat --listen 127.0.0.1 --server_port 7860 --inbrowser

positive prompt : portrait photo of (ohwx man) wearing a fancy suit photoshoot   <lora:test1-00000checkpoint:1>

negative prompt : (semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck

x/y/z sr: checkpoint,1,2,3,4,5

set cuda visible devince only 1
setx CUDA_VISIBLE_DEVICES 1

pip3 install torch==1.13.1 torchvision torchaudio --index-url https://download.pytorch.org/whl/cu117

pip install https://huggingface.co/MonsterMMORPG/SECourses/resolve/main/xformers-0.0.18.dev489-cp310-cp310-win_amd64.whl