export MODEL_DIR="runwayml/stable-diffusion-v1-5"
export OUTPUT_DIR="medical_sd"

python3 train_custom_model.py \
 --pretrained_model_name_or_path=$MODEL_DIR \
 --output_dir=$OUTPUT_DIR \
 --dataset_name="custom_data" \
 --resolution=512 \
 --learning_rate=1e-5 \
 --train_batch_size=2 \
 --revision="non-ema" \
 --from_pt \
 --max_train_steps=500000 \
 --checkpointing_steps=10000 \
 --dataloader_num_workers=16