39 lines
1.7 KiB
Bash
39 lines
1.7 KiB
Bash
export MODEL_NAME="/path/FlashPortrait/checkpoints/Wan2.1-I2V-14B-720P"
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export DATASET_NAME="datasets/internal_datasets/"
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export DATASET_META_NAME="datasets/internal_datasets/metadata.json"
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NCCL_DEBUG=INFO
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CUDA_VISIBLE_DEVICES=0,1,2,3 accelerate launch --zero_stage 3 --zero3_save_16bit_model true --zero3_init_flag true --use_deepspeed --deepspeed_config_file config/zero_stage3_config_cpu_offload.json --deepspeed_multinode_launcher standard train_portrait.py \
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--config_path="config/wan2.1/wan_civitai.yaml" \
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--pretrained_model_name_or_path=$MODEL_NAME \
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--pd_fpg_model_path="/path/FlashPortrait/checkpoints/FlashPortrait/pd_fpg.pth" \
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--alignment_model_path="/path/FlashPortrait/checkpoints/FlashPortrait/face_landmark.onnx" \
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--det_model_path="/path/FlashPortrait/checkpoints/FlashPortrait/face_det.onnx" \
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--train_data_square_dir="/path/FlashPortrait/portrait_data/video_square_path.txt" \
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--train_data_rec_dir="/path/FlashPortrait/portrait_data/video_rec_path.txt" \
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--train_data_vec_dir="/path/FlashPortrait/portrait_data/video_vec_path.txt" \
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--video_sample_stride=1 \
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--video_sample_n_frames=81 \
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--train_batch_size=1 \
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--video_repeat=1 \
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--gradient_accumulation_steps=1 \
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--dataloader_num_workers=8 \
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--num_train_epochs=20 \
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--checkpointing_steps=2000 \
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--learning_rate=2e-05 \
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--lr_scheduler="constant_with_warmup" \
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--lr_warmup_steps=100 \
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--seed=42 \
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--output_dir="output_14B_dir" \
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--gradient_checkpointing \
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--mixed_precision="bf16" \
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--adam_weight_decay=3e-2 \
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--adam_epsilon=1e-10 \
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--vae_mini_batch=1 \
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--max_grad_norm=0.05 \
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--uniform_sampling \
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--low_vram \
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--use_deepspeed \
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--train_mode="i2v" \
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--motion_sub_loss \
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--trainable_modules "." |