56 lines
1.9 KiB
Bash
56 lines
1.9 KiB
Bash
export WANDB_BASE_URL="https://api.wandb.ai"
|
|
export WANDB_DIR="$HOME"
|
|
export WANDB_MODE=online
|
|
export WANDB_API_KEY=4f6de3765d6464f43e0506ec7d785641af645e73
|
|
export LD_LIBRARY_PATH=/opt/amazon/efa/lib:/opt/aws-ofi-nccl/lib:$LD_LIBRARY_PATH
|
|
export FI_PROVIDER=efa
|
|
export FI_EFA_USE_DEVICE_RDMA=1
|
|
export NCCL_PROTO=simple
|
|
|
|
DATA_DIR=/data
|
|
IP=10.4.139.86
|
|
|
|
torchrun --nnodes 4 --nproc_per_node 8\
|
|
--node_rank=0 \
|
|
--rdzv_id=456 \
|
|
--rdzv_backend=c10d \
|
|
--rdzv_endpoint=$IP:29500 \
|
|
fastvideo/distill.py\
|
|
--seed 42\
|
|
--pretrained_model_name_or_path $DATA_DIR/hunyuan\
|
|
--dit_model_name_or_path $DATA_DIR/hunyuan/hunyuan-video-t2v-720p/transformers/mp_rank_00_model_states.pt\
|
|
--model_type "hunyuan" \
|
|
--cache_dir "$DATA_DIR/.cache"\
|
|
--data_json_path "$DATA_DIR/HD-Mixkit-Finetune-Hunyuan/videos2caption.json"\
|
|
--validation_prompt_dir "$DATA_DIR/HD-Mixkit-Finetune-Hunyuan/validation"\
|
|
--gradient_checkpointing\
|
|
--train_batch_size=1\
|
|
--num_latent_t 32 \
|
|
--sp_size 2 \
|
|
--train_sp_batch_size 1\
|
|
--dataloader_num_workers 4\
|
|
--gradient_accumulation_steps=1\
|
|
--max_train_steps=2000\
|
|
--learning_rate=1e-6\
|
|
--mixed_precision="bf16"\
|
|
--checkpointing_steps=64\
|
|
--validation_steps 64\
|
|
--validation_sampling_steps "4,6,8" \
|
|
--checkpoints_total_limit 3\
|
|
--allow_tf32\
|
|
--ema_start_step 0\
|
|
--cfg 0.0\
|
|
--log_validation\
|
|
--output_dir="$DATA_DIR/outputs/hy_phase1_lq_0.1_0.67_bs_16_HD_random_cfg"\
|
|
--tracker_project_name Hunyuan_Distill \
|
|
--num_height 720 \
|
|
--num_width 1280 \
|
|
--num_frames 125 \
|
|
--scheduler_type pcm_linear_quadratic \
|
|
--linear_quadratic_threshold 0.1 \
|
|
--linear_range 0.67 \
|
|
--validation_guidance_scale "3.0,4.0,5.0,6.0" \
|
|
--num_euler_timesteps 50 \
|
|
--multi_phased_distill_schedule "4000-1" \
|
|
--not_apply_cfg_solver \
|
|
--distill_cfg "1.0,2.0,3.0,4.0,5.0,6.0" |