diff --git a/scripts/hunyuan_experiments_20.sh b/scripts/hunyuan_experiments_20.sh new file mode 100644 index 000000000..a19c03fa1 --- /dev/null +++ b/scripts/hunyuan_experiments_20.sh @@ -0,0 +1,57 @@ +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 "2,4,8" \ + --checkpoints_total_limit 3\ + --allow_tf32\ + --ema_start_step 0\ + --cfg 0.0\ + --log_validation\ + --output_dir="$DATA_DIR/outputs/hy_phase1_lq_0.1_0.67_bs_16_HD"\ + --tracker_project_name Hunyuan_Distill \ + --num_height 720 \ + --num_width 1280 \ + --num_frames 125 \ + --scheduler_type pcm_linear_quadratic \ + --linear_quadratic_threshold 0.1 \ + --linear_range 0.67 \ + --validation_guidance_scale "1.0" \ + --num_euler_timesteps 50 \ + --multi_phased_distill_schedule "4000-1" \ + --not_apply_cfg_solver + + \ No newline at end of file diff --git a/scripts/hunyuan_experiments_21.sh b/scripts/hunyuan_experiments_21.sh new file mode 100644 index 000000000..767c8ec9e --- /dev/null +++ b/scripts/hunyuan_experiments_21.sh @@ -0,0 +1,57 @@ +export WANDB_BASE_URL="https://api.wandb.ai" +export WANDB_DIR="$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 "2,4,8" \ + --checkpoints_total_limit 3\ + --allow_tf32\ + --ema_start_step 0\ + --cfg 0.0\ + --log_validation\ + --output_dir="$DATA_DIR/outputs/hy_phase1_lq_0.05_0.67_bs_16_HD"\ + --tracker_project_name Hunyuan_Distill \ + --num_height 720 \ + --num_width 1280 \ + --num_frames 125 \ + --scheduler_type pcm_linear_quadratic \ + --linear_quadratic_threshold 0.05 \ + --linear_range 0.67 \ + --validation_guidance_scale "1.0" \ + --num_euler_timesteps 50 \ + --multi_phased_distill_schedule "4000-1" \ + --not_apply_cfg_solver + + \ No newline at end of file diff --git a/scripts/hunyuan_experiments_22.sh b/scripts/hunyuan_experiments_22.sh new file mode 100644 index 000000000..4d564c4c5 --- /dev/null +++ b/scripts/hunyuan_experiments_22.sh @@ -0,0 +1,57 @@ +export WANDB_BASE_URL="https://api.wandb.ai" +export WANDB_DIR="$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 "2,4,8" \ + --checkpoints_total_limit 3\ + --allow_tf32\ + --ema_start_step 0\ + --cfg 0.0\ + --log_validation\ + --output_dir="$DATA_DIR/outputs/hy_phase1_lq_0.15_0.67_bs_16_HD"\ + --tracker_project_name Hunyuan_Distill \ + --num_height 720 \ + --num_width 1280 \ + --num_frames 125 \ + --scheduler_type pcm_linear_quadratic \ + --linear_quadratic_threshold 0.15 \ + --linear_range 0.67 \ + --validation_guidance_scale "1.0" \ + --num_euler_timesteps 50 \ + --multi_phased_distill_schedule "4000-1" \ + --not_apply_cfg_solver + + \ No newline at end of file