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1 Parent(s): 8737c72

Add script and log

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  1. script_sd.sh +22 -0
  2. script_sd.sh.log +0 -0
script_sd.sh ADDED
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+ export MODEL_NAME="runwayml/stable-diffusion-v1-5"
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+ export OUTPUT_DIR="~/finetune/lora/pokemon"
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+ export HUB_MODEL_ID="stable-diffusion-v1-5-pokemon-lora"
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+ export DATASET_NAME="lambdalabs/pokemon-blip-captions"
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+
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+ accelerate launch --mixed_precision="fp16" train_text_to_image_lora.py \
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+ --pretrained_model_name_or_path=$MODEL_NAME \
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+ --dataset_name=$DATASET_NAME \
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+ --dataloader_num_workers=8 \
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+ --resolution=512 --center_crop --random_flip \
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+ --train_batch_size=1 \
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+ --gradient_accumulation_steps=4 \
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+ --max_train_steps=15000 \
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+ --learning_rate=1e-04 \
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+ --max_grad_norm=1 \
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+ --lr_scheduler="cosine" --lr_warmup_steps=0 \
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+ --output_dir=${OUTPUT_DIR} \
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+ --checkpointing_steps 3000 \
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+ --seed=1337 \
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+ --push_to_hub \
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+ --hub_model_id=${HUB_MODEL_ID} \
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+ --validation_prompt="Totoro"
script_sd.sh.log ADDED
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