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17 lines
1.2 KiB
Bash
17 lines
1.2 KiB
Bash
modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "flux/FLUX.1-dev-Controlnet-Union-alpha/*" --local_dir ./data/diffsynth_example_dataset
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accelerate launch --config_file examples/flux/model_training/full/accelerate_config.yaml examples/flux/model_training/train.py \
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--dataset_base_path data/diffsynth_example_dataset/flux/FLUX.1-dev-Controlnet-Union-alpha \
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--dataset_metadata_path data/diffsynth_example_dataset/flux/FLUX.1-dev-Controlnet-Union-alpha/metadata.csv \
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--data_file_keys "image,controlnet_image" \
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--max_pixels 1048576 \
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--dataset_repeat 400 \
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--model_id_with_origin_paths "black-forest-labs/FLUX.1-dev:flux1-dev.safetensors,black-forest-labs/FLUX.1-dev:text_encoder/model.safetensors,black-forest-labs/FLUX.1-dev:text_encoder_2/*.safetensors,black-forest-labs/FLUX.1-dev:ae.safetensors,InstantX/FLUX.1-dev-Controlnet-Union-alpha:diffusion_pytorch_model.safetensors" \
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--learning_rate 1e-5 \
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--num_epochs 1 \
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--remove_prefix_in_ckpt "pipe.controlnet.models.0." \
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--output_path "./models/train/FLUX.1-dev-Controlnet-Union-alpha_full" \
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--trainable_models "controlnet" \
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--extra_inputs "controlnet_image,controlnet_processor_id" \
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--use_gradient_checkpointing
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