| accelerate launch examples/wanvideo/model_training/train.py \ | |
| --dataset_base_path data/example_video_dataset \ | |
| --dataset_metadata_path data/example_video_dataset/metadata_camera_control.csv \ | |
| --height 480 \ | |
| --width 832 \ | |
| --dataset_repeat 100 \ | |
| --model_id_with_origin_paths "PAI/Wan2.1-Fun-V1.1-1.3B-Control-Camera:diffusion_pytorch_model*.safetensors,PAI/Wan2.1-Fun-V1.1-1.3B-Control-Camera:models_t5_umt5-xxl-enc-bf16.pth,PAI/Wan2.1-Fun-V1.1-1.3B-Control-Camera:Wan2.1_VAE.pth,PAI/Wan2.1-Fun-V1.1-1.3B-Control-Camera:models_clip_open-clip-xlm-roberta-large-vit-huge-14.pth" \ | |
| --learning_rate 1e-5 \ | |
| --num_epochs 5 \ | |
| --remove_prefix_in_ckpt "pipe.dit." \ | |
| --output_path "./models/train/Wan2.1-Fun-V1.1-1.3B-Control-Camera_lora" \ | |
| --lora_base_model "dit" \ | |
| --lora_target_modules "q,k,v,o,ffn.0,ffn.2" \ | |
| --lora_rank 32 \ | |
| --extra_inputs "input_image,camera_control_direction,camera_control_speed" |