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171f557 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 | # Dataset: data/diffsynth_example_dataset/ernie_image/Ernie-Image-T2I/
# Download: modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "ernie_image/Ernie-Image-T2I/*" --local_dir ./data/diffsynth_example_dataset
accelerate launch examples/ernie_image/model_training/train.py \
--dataset_base_path data/diffsynth_example_dataset/ernie_image/Ernie-Image-T2I \
--dataset_metadata_path data/diffsynth_example_dataset/ernie_image/Ernie-Image-T2I/metadata.csv \
--max_pixels 1048576 \
--dataset_repeat 50 \
--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" \
--learning_rate 1e-4 \
--num_epochs 5 \
--remove_prefix_in_ckpt "pipe.dit." \
--output_path "./models/train/Ernie-Image-T2I_lora" \
--lora_base_model "dit" \
--lora_target_modules "to_q,to_k,to_v,to_out.0" \
--lora_rank 32 \
--use_gradient_checkpointing \
--dataset_num_workers 8 \
--find_unused_parameters
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