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#!/bin/bash |
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export MODEL_NAME=$1 |
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export INSTANCE_DIR=$2 |
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export OUTPUT_DIR=$3 |
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export CLASS_DIR=$4 |
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export INSTANCE_PROMPT=$5 |
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export CLASS_PROMPT=$6 |
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accelerate launch /repository/train_dreambooth.py \ |
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--pretrained_model_name_or_path=$MODEL_NAME \ |
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--pretrained_vae_name_or_path="stabilityai/sd-vae-ft-mse" \ |
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--revision="fp16" \ |
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--with_prior_preservation --prior_loss_weight=1.0 \ |
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--seed=1337 \ |
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--resolution=512 \ |
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--train_batch_size=1 \ |
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--train_text_encoder \ |
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--mixed_precision="fp16" \ |
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--use_8bit_adam \ |
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--gradient_accumulation_steps=1 --gradient_checkpointing --learning_rate=1e-6 \ |
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--lr_scheduler="constant" \ |
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--lr_warmup_steps=0 \ |
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--num_class_images=50 \ |
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--sample_batch_size=1 \ |
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--max_train_steps=800 \ |
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--save_interval=10000 \ |
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--instance_prompt="$INSTANCE_PROMPT" \ |
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--save_sample_prompt="$INSTANCE_PROMPT" \ |
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--class_prompt="$CLASS_PROMPT" \ |
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--output_dir=$OUTPUT_DIR \ |
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--instance_data_dir=$INSTANCE_DIR \ |
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--class_data_dir=$CLASS_DIR |
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