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20 lines
1.1 KiB
Bash
20 lines
1.1 KiB
Bash
# Dataset: data/diffsynth_example_dataset/ernie_image/Ernie-Image-T2I/
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# Download: modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "ernie_image/Ernie-Image-T2I/*" --local_dir ./data/diffsynth_example_dataset
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accelerate launch examples/ernie_image/model_training/train.py \
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--dataset_base_path data/diffsynth_example_dataset/ernie_image/Ernie-Image-T2I \
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--dataset_metadata_path data/diffsynth_example_dataset/ernie_image/Ernie-Image-T2I/metadata.csv \
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--max_pixels 1048576 \
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--dataset_repeat 50 \
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--model_id_with_origin_paths "PaddlePaddle/ERNIE-Image:transformer/diffusion_pytorch_model*.safetensors,PaddlePaddle/ERNIE-Image:text_encoder/model.safetensors,PaddlePaddle/ERNIE-Image:vae/diffusion_pytorch_model.safetensors" \
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--learning_rate 1e-4 \
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--num_epochs 5 \
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--remove_prefix_in_ckpt "pipe.dit." \
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--output_path "./models/train/Ernie-Image-T2I_lora" \
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--lora_base_model "dit" \
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--lora_target_modules "to_q,to_k,to_v,to_out.0" \
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--lora_rank 32 \
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--use_gradient_checkpointing \
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--dataset_num_workers 8 \
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--find_unused_parameters
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