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23 lines
1.4 KiB
Bash
23 lines
1.4 KiB
Bash
# 8*H200 required
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modelscope download --dataset DiffSynth-Studio/diffsynth_example_dataset --include "wanvideo/WanToDance-14B-global/*" --local_dir ./data/diffsynth_example_dataset
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accelerate launch --config_file examples/wanvideo/model_training/full/accelerate_config_14B.yaml examples/wanvideo/model_training/train.py \
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--dataset_base_path data/diffsynth_example_dataset/wanvideo/WanToDance-14B-global \
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--dataset_metadata_path data/diffsynth_example_dataset/wanvideo/WanToDance-14B-global/metadata.json \
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--data_file_keys "video,wantodance_reference_image,wantodance_keyframes,wantodance_music_path" \
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--height 1280 \
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--width 720 \
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--num_frames 149 \
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--dataset_repeat 100 \
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--model_id_with_origin_paths "Wan-AI/WanToDance-14B:global_model.safetensors,Wan-AI/WanToDance-14B:models_t5_umt5-xxl-enc-bf16.pth,Wan-AI/WanToDance-14B:Wan2.1_VAE.pth,Wan-AI/WanToDance-14B:models_clip_open-clip-xlm-roberta-large-vit-huge-14.pth" \
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--learning_rate 1e-4 \
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--num_epochs 5 \
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--remove_prefix_in_ckpt "pipe.dit." \
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--output_path "./models/train/WanToDance-14B-global_lora" \
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--lora_base_model "dit" \
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--lora_target_modules "q,k,v,o,ffn.0,ffn.2" \
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--lora_rank 32 \
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--extra_inputs "wantodance_music_path,wantodance_reference_image,wantodance_fps,wantodance_keyframes,wantodance_keyframes_mask,framewise_decoding" \
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--use_gradient_checkpointing_offload \
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--framewise_decoding
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