| 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 | |