|
#!/usr/bin/env bash |
|
|
|
accelerate launch --mixed_precision=bf16 run_distillation.py \ |
|
--model_name_or_path "./distil-large-v3-init" \ |
|
--teacher_model_name_or_path "openai/whisper-large-v3" \ |
|
--train_dataset_name "mozilla-foundation/common_voice_15_0" \ |
|
--train_dataset_config_name "de" \ |
|
--train_split_name "train" \ |
|
--text_column_name "sentence" \ |
|
--eval_dataset_name "mozilla-foundation/common_voice_15_0" \ |
|
--eval_dataset_config_name "de" \ |
|
--eval_split_name "validation" \ |
|
--eval_text_column_name "sentence" \ |
|
--eval_steps 5000 \ |
|
--save_steps 5000 \ |
|
--warmup_steps 500 \ |
|
--learning_rate 1e-4 \ |
|
--lr_scheduler_type "linear" \ |
|
--logging_steps 25 \ |
|
--save_total_limit 1 \ |
|
--max_steps 50000 \ |
|
--per_device_train_batch_size 64 \ |
|
--per_device_eval_batch_size 64 \ |
|
--dataloader_num_workers 16 \ |
|
--preprocessing_num_workers 16 \ |
|
--ddp_timeout 7200 \ |
|
--dtype "bfloat16" \ |
|
--output_dir "./" \ |
|
--use_pseudo_labels "false" \ |
|
--wandb_project "huggingface" \ |
|
--condition_on_prev_probability "0.0" \ |
|
--do_train \ |
|
--do_eval \ |
|
--gradient_checkpointing \ |
|
--overwrite_output_dir \ |
|
--predict_with_generate \ |
|
--freeze_encoder \ |
|
--streaming |
|
|
|
|
