mirror of https://github.com/hpcaitech/ColossalAI
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23 lines
690 B
23 lines
690 B
export MODEL_NAME= <Your Pretrained Model Path>
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export INSTANCE_DIR= <Your Input Pics Path>
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export CLASS_DIR="path-to-class-images"
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export OUTPUT_DIR="path-to-save-model"
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HF_DATASETS_OFFLINE=1
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TRANSFORMERS_OFFLINE=1
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DIFFUSERS_OFFLINE=1
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torchrun --nproc_per_node 2 --master_port=25641 train_dreambooth_colossalai.py \
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--pretrained_model_name_or_path=$MODEL_NAME \
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--instance_data_dir=$INSTANCE_DIR \
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--output_dir=$OUTPUT_DIR \
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--instance_prompt="a photo of a dog" \
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--resolution=512 \
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--train_batch_size=1 \
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--gradient_accumulation_steps=1 \
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--learning_rate=5e-6 \
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--lr_scheduler="constant" \
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--lr_warmup_steps=0 \
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--num_class_images=200 \
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--placement="cuda" \
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