87 lines
2.9 KiB
Bash
87 lines
2.9 KiB
Bash
export WANDB_BASE_URL="https://api.wandb.ai"
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export WANDB_MODE=online
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DATA_DIR=./data
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IP=[MASTER NODE IP]
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torchrun --nnodes 4 --nproc_per_node 8\
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--node_rank=0 \
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--rdzv_id=456 \
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--rdzv_backend=c10d \
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--rdzv_endpoint=$IP:29500 \
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fastvideo/distill.py\
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--seed 42\
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--pretrained_model_name_or_path $DATA_DIR/hunyuan\
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--dit_model_name_or_path $DATA_DIR/hunyuan/hunyuan-video-t2v-720p/transformers/mp_rank_00_model_states.pt\
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--model_type "hunyuan" \
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--cache_dir "$DATA_DIR/.cache"\
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--data_json_path "$DATA_DIR/HD-Mixkit-Finetune-Hunyuan/videos2caption.json"\
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--validation_prompt_dir "$DATA_DIR/HD-Mixkit-Finetune-Hunyuan/validation"\
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--gradient_checkpointing\
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--train_batch_size=1\
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--num_latent_t 32 \
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--sp_size 2 \
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--train_sp_batch_size 1\
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--dataloader_num_workers 4\
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--gradient_accumulation_steps=1\
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--max_train_steps=320\
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--learning_rate=1e-6\
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--mixed_precision="bf16"\
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--checkpointing_steps=64\
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--validation_steps 64\
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--validation_sampling_steps "2,4,8" \
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--checkpoints_total_limit 3\
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--allow_tf32\
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--ema_start_step 0\
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--cfg 0.0\
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--log_validation\
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--output_dir="$DATA_DIR/outputs/hy_phase1_shift17_bs_16_HD"\
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--tracker_project_name Hunyuan_Distill \
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--num_height 720 \
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--num_width 1280 \
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--num_frames 125 \
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--shift 17 \
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--validation_guidance_scale "1.0" \
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--num_euler_timesteps 50 \
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--multi_phased_distill_schedule "4000-1" \
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--not_apply_cfg_solver
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# If you do not have 32 GPUs and to fit in memory, you can: 1. increase sp_size. 2. reduce num_latent_t
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torchrun --nnodes 1 --nproc_per_node 8\
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fastvideo/distill.py\
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--seed 42\
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--pretrained_model_name_or_path $DATA_DIR/hunyuan\
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--dit_model_name_or_path $DATA_DIR/hunyuan/hunyuan-video-t2v-720p/transformers/mp_rank_00_model_states.pt\
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--model_type "hunyuan" \
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--cache_dir "$DATA_DIR/.cache"\
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--data_json_path "$DATA_DIR/HD-Mixkit-Finetune-Hunyuan/videos2caption.json"\
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--validation_prompt_dir "$DATA_DIR/HD-Mixkit-Finetune-Hunyuan/validation"\
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--gradient_checkpointing\
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--train_batch_size=1\
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--num_latent_t 32 \
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--sp_size 2 \
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--train_sp_batch_size 1\
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--dataloader_num_workers 4\
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--gradient_accumulation_steps=1\
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--max_train_steps=320\
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--learning_rate=1e-6\
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--mixed_precision="bf16"\
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--checkpointing_steps=64\
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--validation_steps 64\
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--validation_sampling_steps "2,4,8" \
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--checkpoints_total_limit 3\
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--allow_tf32\
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--ema_start_step 0\
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--cfg 0.0\
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--log_validation\
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--output_dir="$DATA_DIR/outputs/hy_phase1_shift17_bs_16_HD"\
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--tracker_project_name Hunyuan_Distill \
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--num_height 720 \
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--num_width 1280 \
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--num_frames 125 \
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--shift 17 \
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--validation_guidance_scale "1.0" \
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--num_euler_timesteps 50 \
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--multi_phased_distill_schedule "4000-1" \
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--not_apply_cfg_solver |