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CUDA_VISIBLE_DEVICES=3,2,1,0 accelerate launch train.py \
--pretrained_model_name_or_path="path/checkpoints/SVD/stable-video-diffusion-img2vid-xt" \
--output_dir="path/checkpoints/Animation" \
--data_root_path="path/animation_data" \
--rec_data_path="path/animation_data/video_rec_path.txt" \
--vec_data_path="path/animation_data/video_vec_path.txt" \
--validation_image_folder="path/validation/ground_truth" \
--validation_control_folder="path/validation/poses" \
--validation_image="path/validation/reference.png" \
--num_workers=8 \
--lr_warmup_steps=500 \
--sample_n_frames=16 \
--learning_rate=1e-5 \
--per_gpu_batch_size=1 \
--num_train_epochs=6000 \
--mixed_precision="fp16" \
--gradient_accumulation_steps=1 \
--checkpointing_steps=2000 \
--validation_steps=500 \
--gradient_checkpointing \
--checkpoints_total_limit=5000 \
--resume_from_checkpoint="latest"