| export MODEL_NAME="CompVis/stable-diffusion-v1-4" | |
| export dataset_name="lambdalabs/pokemon-blip-captions" | |
| accelerate launch --mixed_precision="fp16" train_text_to_image.py \ | |
| --pretrained_model_name_or_path=$MODEL_NAME \ | |
| --dataset_name=$dataset_name \ | |
| --use_ema \ | |
| --resolution=512 --center_crop --random_flip \ | |
| --train_batch_size=1 \ | |
| --gradient_accumulation_steps=4 \ | |
| --gradient_checkpointing \ | |
| --max_train_steps=15000 \ | |
| --learning_rate=1e-05 \ | |
| --max_grad_norm=1 \ | |
| --lr_scheduler="constant" --lr_warmup_steps=0 \ | |
| --output_dir="sd-pokemon-model" |