| accelerate launch examples/wanvideo/model_training/train.py \ | |
| --dataset_base_path data/example_video_dataset \ | |
| --dataset_metadata_path data/example_video_dataset/metadata_control.csv \ | |
| --data_file_keys "video,control_video" \ | |
| --height 480 \ | |
| --width 832 \ | |
| --dataset_repeat 100 \ | |
| --model_id_with_origin_paths "PAI/Wan2.1-Fun-1.3B-Control:diffusion_pytorch_model*.safetensors,PAI/Wan2.1-Fun-1.3B-Control:models_t5_umt5-xxl-enc-bf16.pth,PAI/Wan2.1-Fun-1.3B-Control:Wan2.1_VAE.pth,PAI/Wan2.1-Fun-1.3B-Control:models_clip_open-clip-xlm-roberta-large-vit-huge-14.pth" \ | |
| --learning_rate 1e-5 \ | |
| --num_epochs 2 \ | |
| --remove_prefix_in_ckpt "pipe.dit." \ | |
| --output_path "./models/train/Wan2.1-Fun-1.3B-Control_full" \ | |
| --trainable_models "dit" \ | |
| --extra_inputs "control_video" |