| accelerate launch --config_file examples/wanvideo/model_training/full/accelerate_config_14B.yaml examples/wanvideo/model_training/train.py \ | |
| --dataset_base_path data/example_video_dataset \ | |
| --dataset_metadata_path data/example_video_dataset/metadata_vace.csv \ | |
| --data_file_keys "video,vace_video,vace_reference_image" \ | |
| --height 480 \ | |
| --width 832 \ | |
| --num_frames 17 \ | |
| --dataset_repeat 100 \ | |
| --model_id_with_origin_paths "Wan-AI/Wan2.1-VACE-14B:diffusion_pytorch_model*.safetensors,Wan-AI/Wan2.1-VACE-14B:models_t5_umt5-xxl-enc-bf16.pth,Wan-AI/Wan2.1-VACE-14B:Wan2.1_VAE.pth" \ | |
| --learning_rate 1e-4 \ | |
| --num_epochs 2 \ | |
| --remove_prefix_in_ckpt "pipe.vace." \ | |
| --output_path "./models/train/Wan2.1-VACE-14B_full" \ | |
| --trainable_models "vace" \ | |
| --extra_inputs "vace_video,vace_reference_image" \ | |
| --use_gradient_checkpointing_offload |