I made the most comprehensive settings comparison - took 3 days to prepare - new update is just epic
The newest update certainly made this DreamBooth extension the best among all other available scripts. I can say this confidently. No google colab fastben shivam etc can now be compared with d8ahazard. Thank you very much for this amazing update.
Removed one of the outdated video link
Added 2 new videos links. The videos have manually fixed subtitles and fully properly set video sections.
In the first video, I have compared classification image count effect and shown the best settings for 12 GB VRAM having computers
In the second video I have conducted very extensive experiments
The second video, Epic Web UI DreamBooth Update - New Best Settings - 10 Stable Diffusion Training Compared on RunPods, I have made the following experiments
Best settings previously known versus the below modifications are compared and experimented
• test0 - Base previously known best settings
• test1 - Use DEIS for noise scheduler
• test2 - Unfreeze Model
• test3 - Lion Optimizer
• test4 - Offset Noise
• test5 - Freeze CLIP Normalization Layers
• test6 - Use EMA + Use EMA for prediction
• test7 - Use EMA + Use EMA Weights for Inference
• test8 - Use EMA only
• test9 – Don’t use xformers – default memory attention and fp16
Every 10 epoch a checkpoint saved and all checkpoints compared
I have added 4 up-to date tutorial videos to the readme with 356x200 pixel thumbnails
They are original thumbnails of the videos and directly linking to youtube videos
I am constantly answering every question that comes to the videos
I hope you consider to accept this pull request
My username in discord : MonsterMMORPG#2198
Create unique db_state object we can use for stuff.
Add custom method wrappers so we don't depend on main.
Fix gallery, status messages.
Move things to /scripts folder so we can reload them faster.
Moar ui improvements.
Furkan Gözükara
ArrowM
Juanu
d8ahazard
ExponentialML
sgsdxzy