45 lines
2.0 KiB
Bash
45 lines
2.0 KiB
Bash
export MODEL_NAME="/path/FlashPortrait/checkpoints/Wan2.1-I2V-14B-720P"
|
|
export DATASET_NAME="datasets/internal_datasets/"
|
|
export DATASET_META_NAME="datasets/internal_datasets/metadata.json"
|
|
# NCCL_IB_DISABLE=1 and NCCL_P2P_DISABLE=1 are used in multi nodes without RDMA.
|
|
# export NCCL_IB_DISABLE=1
|
|
# export NCCL_P2P_DISABLE=1
|
|
export NODE_RANK=${RANK}
|
|
echo $NODE_RANK $MASTER_ADDR $MASTER_PORT
|
|
NCCL_DEBUG=INFO
|
|
|
|
accelerate launch --num_machines=12 --num_processes=96 --machine_rank=$RANK --main_process_ip=$MASTER_ADDR --main_process_port=$MASTER_PORT --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 \
|
|
--config_path="config/wan2.1/wan_civitai.yaml" \
|
|
--pretrained_model_name_or_path=$MODEL_NAME \
|
|
--pd_fpg_model_path="/path/FlashPortrait/checkpoints/FlashPortrait/pd_fpg.pth" \
|
|
--alignment_model_path="/path/FlashPortrait/checkpoints/FlashPortrait/face_landmark.onnx" \
|
|
--det_model_path="/path/FlashPortrait/checkpoints/FlashPortrait/face_det.onnx" \
|
|
--train_data_square_dir="/path/FlashPortrait/portrait_data/video_square_path.txt" \
|
|
--train_data_rec_dir="/path/FlashPortrait/portrait_data/video_rec_path.txt" \
|
|
--train_data_vec_dir="/path/FlashPortrait/portrait_data/video_vec_path.txt" \
|
|
--video_sample_stride=1 \
|
|
--video_sample_n_frames=81 \
|
|
--train_batch_size=1 \
|
|
--video_repeat=1 \
|
|
--gradient_accumulation_steps=1 \
|
|
--dataloader_num_workers=8 \
|
|
--num_train_epochs=20 \
|
|
--checkpointing_steps=2000 \
|
|
--learning_rate=2e-05 \
|
|
--lr_scheduler="constant_with_warmup" \
|
|
--lr_warmup_steps=100 \
|
|
--seed=42 \
|
|
--output_dir="output_14B_dir" \
|
|
--gradient_checkpointing \
|
|
--mixed_precision="bf16" \
|
|
--adam_weight_decay=3e-2 \
|
|
--adam_epsilon=1e-10 \
|
|
--vae_mini_batch=1 \
|
|
--max_grad_norm=0.05 \
|
|
--uniform_sampling \
|
|
--low_vram \
|
|
--use_deepspeed \
|
|
--train_mode="i2v" \
|
|
--motion_sub_loss \
|
|
--trainable_modules "."
|