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export MODEL_NAME="runwayml/stable-diffusion-v1-5"
export OUTPUT_DIR="~/finetune/lora/pokemon"
export HUB_MODEL_ID="stable-diffusion-v1-5-pokemon-lora"
export DATASET_NAME="lambdalabs/pokemon-blip-captions"
accelerate launch --mixed_precision="fp16" train_text_to_image_lora.py \
--pretrained_model_name_or_path=$MODEL_NAME \
--dataset_name=$DATASET_NAME \
--dataloader_num_workers=8 \
--resolution=512 --center_crop --random_flip \
--train_batch_size=1 \
--gradient_accumulation_steps=4 \
--max_train_steps=15000 \
--learning_rate=1e-04 \
--max_grad_norm=1 \
--lr_scheduler="cosine" --lr_warmup_steps=0 \
--output_dir=${OUTPUT_DIR} \
--checkpointing_steps 3000 \
--seed=1337 \
--push_to_hub \
--hub_model_id=${HUB_MODEL_ID} \
--validation_prompt="Totoro"
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