Spaces:
Running
on
Zero
Running
on
Zero
File size: 1,259 Bytes
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export WANDB_BASE_URL="https://api.wandb.ai"
export WANDB_MODE=online
torchrun --nnodes 1 --nproc_per_node 4 \
fastvideo/distill.py \
--seed 42 \
--pretrained_model_name_or_path data/mochi \
--model_type "mochi" \
--cache_dir data/.cache \
--data_json_path data/Merge-30k-Data/video2caption.json \
--validation_prompt_dir data/Image-Vid-Finetune-Mochi/validation \
--gradient_checkpointing \
--train_batch_size=1 \
--num_latent_t 28 \
--sp_size 4 \
--train_sp_batch_size 2 \
--dataloader_num_workers 4 \
--gradient_accumulation_steps=1 \
--max_train_steps=4000 \
--learning_rate=1e-6 \
--mixed_precision=bf16 \
--checkpointing_steps=64 \
--validation_steps 1 \
--validation_sampling_steps 8 \
--checkpoints_total_limit 3 \
--allow_tf32 \
--ema_start_step 0 \
--cfg 0.0 \
--log_validation \
--output_dir="data/outputs/lq_euler_50_thres0.1_lrg_0.75_phase1_lr1e-6_repro" \
--tracker_project_name PCM \
--num_frames 163 \
--scheduler_type pcm_linear_quadratic \
--validation_guidance_scale 0.5,1.5,2.5 \
--num_euler_timesteps 50 \
--linear_quadratic_threshold 0.1 \
--linear_range 0.75 \
--multi_phased_distill_schedule 4000-1 |