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DiffSynth-Studio/examples/z_image/model_training/full/Z-Image-Turbo-Fun-Controlnet-Union-2.1.sh
Zhongjie Duan ba0626e38f add example_dataset in training scripts (#1358)
* add example_dataset in training scripts

* fix example datasets
2026-03-18 15:37:03 +08:00

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modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "z_image/Z-Image-Turbo-Fun-Controlnet-Union-2.1/*" --local_dir ./data/diffsynth_example_dataset
accelerate launch examples/z_image/model_training/train.py \
--dataset_base_path data/diffsynth_example_dataset/z_image/Z-Image-Turbo-Fun-Controlnet-Union-2.1 \
--dataset_metadata_path data/diffsynth_example_dataset/z_image/Z-Image-Turbo-Fun-Controlnet-Union-2.1/metadata.csv \
--data_file_keys "image,controlnet_image" \
--max_pixels 1048576 \
--dataset_repeat 100 \
--model_id_with_origin_paths "PAI/Z-Image-Turbo-Fun-Controlnet-Union-2.1:Z-Image-Turbo-Fun-Controlnet-Union-2.1.safetensors,Tongyi-MAI/Z-Image-Turbo:transformer/*.safetensors,Tongyi-MAI/Z-Image-Turbo:text_encoder/*.safetensors,Tongyi-MAI/Z-Image-Turbo:vae/diffusion_pytorch_model.safetensors" \
--learning_rate 1e-5 \
--num_epochs 2 \
--remove_prefix_in_ckpt "pipe.controlnet." \
--output_path "./models/train/Z-Image-Turbo-Fun-Controlnet-Union-2.1_full" \
--trainable_models "controlnet" \
--extra_inputs "controlnet_image" \
--use_gradient_checkpointing \
--dataset_num_workers 8