| accelerate launch train.py \ | |
| --pretrained_model_name_or_path="SG161222/Realistic_Vision_V5.1_noVAE" \ | |
| --output_dir="./controlnet-training-runs" \ | |
| --train_data_dir=/path/to/dataset \ | |
| --cfg_prob=0.1 \ | |
| --resolution=512 \ | |
| --learning_rate=1e-5 \ | |
| --num_validation_images=3 \ | |
| --validation_image "./face_normal.png" "./face_seg.png" \ | |
| --validation_prompt "a Teen boy, pensive look, dark hair. Preppy sweater, collared shirt, moody room, 80s memorabilia" \ | |
| --train_batch_size=4 \ | |
| --num_train_epochs=40 \ | |
| --validation_steps=500 \ | |
| --checkpointing_steps=2000 | |