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hao-ai-lab-FastVideo/scripts/finetune/finetune_mochi.sh
2024-12-25 12:40:16 -08:00

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export WANDB_BASE_URL="https://api.wandb.ai"
export WANDB_MODE=online
torchrun --nnodes 1 --nproc_per_node 4 \
fastvideo/train.py \
--seed 42 \
--pretrained_model_name_or_path data/mochi \
--cache_dir data/.cache \
--data_json_path data/Mochi-Black-Myth/videos2caption.json \
--validation_prompt_dir data/Mochi-Black-Myth/validation \
--gradient_checkpointing \
--train_batch_size=1 \
--num_latent_t 16 \
--sp_size 1 \
--train_sp_batch_size 1 \
--dataloader_num_workers 4 \
--gradient_accumulation_steps=1 \
--max_train_steps=2000 \
--learning_rate=5e-6 \
--mixed_precision=bf16 \
--checkpointing_steps=200 \
--validation_steps 100 \
--validation_sampling_steps 64 \
--checkpoints_total_limit 3 \
--allow_tf32 \
--ema_start_step 0 \
--cfg 0.0 \
--ema_decay 0.999 \
--log_validation \
--output_dir=data/outputs/Black-Myth-Finetune \
--tracker_project_name Black-Myth-Finetune \
--num_frames 93