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export MODEL_NAME="runwayml/stable-diffusion-inpainting"
export OUTPUT_DIR="../../../models/dress_inpainting"
accelerate launch train_inpainting_dreambooth.py \
--pretrained_model_name_or_path=$MODEL_NAME \
--pretrained_vae_name_or_path="stabilityai/sd-vae-ft-mse" \
--output_dir=$OUTPUT_DIR \
--with_prior_preservation --prior_loss_weight=1.0 \
--seed=3434554 \
--resolution=512 \
--train_batch_size=2 \
--train_text_encoder \
--mixed_precision="fp16" \
--gradient_accumulation_steps=1 \
--learning_rate=2e-6 \
--lr_scheduler="constant" \
--lr_warmup_steps=0 \
--num_class_images=300 \
--sample_batch_size=4 \
--max_train_steps=15000 \
--save_interval=1000 \
--save_min_steps=6000 \
--save_infer_steps=35 \
--concepts_list="concepts_list.json" \
--not_cache_latents \
--hflip
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