This Is How I Am Doing Research To Find Best Training Hyper Parameters For SDXL DreamBooth Training

Furkan Gözükara - Nov 5 '23 - - Dev Community

Started 6 different Automatic1111 SD Web UI on a 6x RTX 4090 GPUs having RunPod machine.

Doing x/y/z checkpoint comparison to find best hyper parameters for Stable Diffusion XL (SDXL) DreamBooth training with:

U-NET only
vs
U-NET + Text Encoder 1
vs
U-NET + Text Encoder 2
vs
U-NET + Text Encoder 1 + Text Encoder 2

Comparing lots of checkpoints with lots of different prompts.

Being sure to not overtraining and cooking model with Text Encoder training is super important.

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