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hao-ai-lab-FastVideo/scripts/preprocess_hunyuan_data.sh
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2024-12-14 20:25:10 +00:00

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# export WANDB_MODE="offline"
GPU_NUM=8
SHARD_NUM=8
SHARD_IDX=0
MODEL_PATH="data/hunyuan"
MODEL_TYPE="hunyuan"
DATA_MERGE_PATH="data/Distill-30K-Src/merge.txt"
OUTPUT_DIR="data/HD-Hunyuan-30K-Distill-Data_Shard${SHARD_IDX}"
VALIDATION_PATH="assets/prompt.txt"
torchrun --nproc_per_node=$GPU_NUM \
fastvideo/data_preprocess/preprocess_vae_latents.py \
--model_path $MODEL_PATH \
--data_merge_path $DATA_MERGE_PATH \
--train_batch_size=1 \
--max_height=720 \
--max_width=1280 \
--num_frames=129 \
--dataloader_num_workers 1 \
--output_dir=$OUTPUT_DIR \
--model_type $MODEL_TYPE \
--train_fps 24 \
--shard_num=$SHARD_NUM \
--shard_idx=$SHARD_IDX
torchrun --nproc_per_node=$GPU_NUM \
fastvideo/data_preprocess/preprocess_text_embeddings.py \
--model_type $MODEL_TYPE \
--model_path $MODEL_PATH \
--output_dir=$OUTPUT_DIR
torchrun --nproc_per_node=1 \
fastvideo/data_preprocess/preprocess_validation_text_embeddings.py \
--model_type $MODEL_TYPE \
--model_path $MODEL_PATH \
--output_dir=$OUTPUT_DIR \
--validation_prompt_txt $VALIDATION_PATH