I did a huge comparison test (non-sponsored) between dreamlook ai (paid training service) Stable Diffusion XL (SDXL) DreamBooth training and my own discovered SDXL DreamBooth training.
Edit : It turns out that their model requires more steps here another comparison : https://twitter.com/GozukaraFurkan/status/1708622430846038522
Their training was 2400 steps (took 628 seconds excluding queue waiting time) (184 epochs) default settings. I am using my own workflow that I shared on Patreon: 160 epochs however steps 4160 steps since I use reg images too.
A full tutorial hopefully coming soon for my workflow but at the moment it is only shared on patreon : https://www.patreon.com/posts/very-best-for-of-89213064
My 4160 steps takes around 6240 seconds with RTX 3090 on Windows.
After doing 1 more training i found out that they are doing training in 512x512 pixels for even SDXL :)
I am using prompts that I discovered for experimentation and I will share all discovered prompts as a PDF file. This file will also get updated as I discover more amazing prompts.
So far I have 58 unique prompts well working and I have generated 4500 prompts images that I will look for.
1st Prompt: (ADetailer extension is not used for this prompt)
positive:
comic photo of (ohwx man:1.1) . graphic illustration, comic art, graphic novel art, vibrant, highly detailed
negative
photograph, deformed, glitch, noisy, realistic, stock photo
the dreamlook ai uses photo of ukj person as a training token
so the prompt becomes
comic photo of (ukj person:1.1) . graphic illustration, comic art, graphic novel art, vibrant, highly detailed
for dreamlook ai model
1st is mine
2nd is dreamlook ai
same seed
same base model
same training images
2nd Prompt:
(ADetailer extension is used as photo of ohwx man or photo of ukj person with 0.5 denoise)
positive:
portrait photo of (ohwx man:1.1) wearing an expensive White suit, white background, fit
negative:
drawing,painting,crayon,sketch,graphite,impressionist,noisy,blurry,soft,deformed,ugly
positive of dreamlook ai:
portrait photo of (ukj person:1.1) wearing an expensive White suit, white background, fit
1st image is my workflow
2nd image is from dreamlook ai
Conclusions:
I don't know their training resolution. But using my ground truth unsplash collected reg images are making huge difference to keep model flexibility.
dataset link > https://www.patreon.com/posts/massive-4k-woman-87700469
Moreover my workflow is looking much better.
You can checkout and see all prompt settings with attached PNG infos
