| ./run_wav2vec2_pretrain_flax.py \ | |
| --output_dir="./dummy" \ | |
| --speech_file_column="path" \ | |
| --num_train_epochs="1" \ | |
| --per_device_train_batch_size="4" \ | |
| --per_device_eval_batch_size="4" \ | |
| --validation_split_percentage="50" \ | |
| --learning_rate="5e-4" \ | |
| --weight_decay="0.01" \ | |
| --warmup_steps="200" \ | |
| --model_name_or_path="./" \ | |
| --dataset_name="common_voice" \ | |
| --dataset_config_name="cnh" \ | |
| --preprocessing_num_workers="4" \ | |
| --max_duration_in_seconds="20.0" \ | |
| --adam_beta1="0.9" \ | |
| --adam_beta2="0.98" \ | |
| --dtype="bfloat16" \ | |
| --cache_dir="/home/wav2vec2-experiments/data_cache/" \ | |
| --pad_to_multiple_of="32768" \ | |
| --push_to_hub | |