| python run_speech_recognition_ctc.py \ | |
| --dataset_name="mozilla-foundation/common_voice_8_0" \ | |
| --model_name_or_path="facebook/wav2vec2-xls-r-300m" \ | |
| --dataset_config_name="zh-HK" \ | |
| --output_dir="./" \ | |
| --cache_dir="../container_0" \ | |
| --num_train_epochs="90" \ | |
| --per_device_train_batch_size="32" \ | |
| --per_device_eval_batch_size="16" \ | |
| --gradient_accumulation_steps="2" \ | |
| --learning_rate="3e-4" \ | |
| --warmup_steps="500" \ | |
| --text_column_name="sentence" \ | |
| --length_column_name="input_length" \ | |
| --layerdrop="0.0" \ | |
| --save_total_limit="3" \ | |
| --freeze_feature_encoder \ | |
| --gradient_checkpointing \ | |
| --fp16 \ | |
| --group_by_length \ | |
| --use_auth_token \ | |
| --push_to_hub \ | |
| --do_train \ | |
| --do_eval \ | |
| --max_duration_in_seconds="6" \ | |
| --evaluation_strategy='epoch' \ | |
| --save_strategy='epoch' \ |