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Introduction to DreamBooth new update best settings experiments
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Classroom Contents
Epic Web UI DreamBooth Update - New Best Settings - Stable Diffusion Training Compared on RunPods
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- 1 Introduction to DreamBooth new update best settings experiments
- 2 How to setup a new Pod and install DreamBooth newest update properly
- 3 New RunPod started time to setup and install DreamBooth
- 4 Install DreamBooth extension manually and fix errors
- 5 Starting first experiment test0 - setup of settings
- 6 Best DreamBooth settings for 12GB VRAM having GPUs
- 7 Setting and starting second experiment test1 DEIS Noise Scheduler
- 8 Test2 Unfreeze Model
- 9 Test3 Lion Optimizer
- 10 Test4 Stable Diffusion Offset Noise
- 11 Test5 Freeze Clip Normalization Layers DreamBooth
- 12 Test6 Use EMA + Use EMA for Prediction
- 13 Test7 Use EMA + Use EMA Weights for Inference
- 14 Test8 Use EMA only
- 15 Solution of configuration index out of range Web UI error
- 16 Test9 Don't use xformers - default memory attention and fp16
- 17 How to add more disk space to your existing RunPod
- 18 xformers related bug error
- 19 How to continue DreamBooth training if an error occurs or for any reason halted
- 20 All tests have been completed time to check their training samples
- 21 Test0 training samples - previously known best settings for 12GB VRAM
- 22 Test1 training samples - DEIS Noise Scheduler
- 23 Test2 training samples
- 24 Test3 training samples
- 25 Test4 training samples
- 26 Test5 training samples
- 27 Test6 training samples
- 28 Test7 training samples
- 29 Test8 training samples
- 30 Test9 training samples
- 31 Finding a good seed to compare all checkpoints within each trained model
- 32 What seed and prompt I used to compare checkpoints
- 33 What is the logic of starting seed when using batch image generation
- 34 How to use x/y/z plot to compare checkpoints to find best trained model
- 35 Where to find x/y/z plot generated grid image file
- 36 Comparing generated grid files of all experiments
- 37 Test0 Checkpoints Grid
- 38 Test1 Checkpoints Grid DEIS Noise Scheduler
- 39 Test2 Checkpoints Grid
- 40 Test3 Checkpoints Grid
- 41 Test4 Checkpoints Grid
- 42 Test5 Checkpoints Grid
- 43 Test6 Checkpoints Grid
- 44 Test7 Checkpoints Grid
- 45 Explanation of overtraining by a comparison
- 46 Test8 Checkpoints Grid
- 47 Test9 Checkpoints Grid
- 48 How to download all decided best checkpoints via runpodctl
- 49 What is RunPod connect to web terminal and how to use it when jupyter connection is not available
- 50 Where to put downloaded safetensors model files
- 51 Using x/y/z plot do conduct final comparison experiment on my local web UI
- 52 Test7 model file size is smaller than others
- 53 Each model file sizes
- 54 Comparing all of the experiments test0 vs test1 vs test2 ...
- 55 Ending Speech
