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support flux any training

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Artiprocher
2025-07-08 19:55:27 +08:00
parent 89397c755a
commit 629e9be4ce
29 changed files with 575 additions and 13 deletions
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examples/flux/model_training/full/FLUX.1-dev-Controlnet-Union-alpha.sh Normal file
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accelerate launch --config_file examples/flux/model_training/full/accelerate_config.yaml examples/flux/model_training/train.py \
--dataset_base_path data/example_image_dataset \
--dataset_metadata_path data/example_image_dataset/metadata_controlnet_canny.csv \
--data_file_keys "image,controlnet_image" \
--max_pixels 1048576 \
--dataset_repeat 400 \
--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/,black-forest-labs/FLUX.1-dev:ae.safetensors,InstantX/FLUX.1-dev-Controlnet-Union-alpha:diffusion_pytorch_model.safetensors" \
--learning_rate 1e-5 \
--num_epochs 1 \
--remove_prefix_in_ckpt "pipe.controlnet.models.0." \
--output_path "./models/train/FLUX.1-dev-Controlnet-Union-alpha_full" \
--trainable_models "controlnet" \
--extra_inputs "controlnet_image,controlnet_processor_id" \
--use_gradient_checkpointing