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| | python run_speech_recognition_ctc_bnb.py \ |
| | --dataset_name="NbAiLab/NPSC" \ |
| | --dataset_config_name="48K_mp3" \ |
| | --text_column_name="text" \ |
| | --model_name_or_path="KBLab/wav2vec2-large-voxrex" \ |
| | --output_dir="./" \ |
| | --overwrite_output_dir \ |
| | --hub_model_id="NbAiLab/xls-npsc-oh" \ |
| | --num_train_epochs="5" \ |
| | --per_device_train_batch_size="32" \ |
| | --per_device_eval_batch_size="32" \ |
| | --gradient_accumulation_steps="4" \ |
| | --learning_rate="5e-5" \ |
| | --warmup_steps="1000" \ |
| | --evaluation_strategy="steps" \ |
| | --length_column_name="input_length" \ |
| | --chars_to_ignore , ? . ! \- \; \: \" " % ‘ " � — ’ … – \ |
| | --save_steps="1000" \ |
| | --eval_steps="1000" \ |
| | --logging_steps="1000" \ |
| | --layerdrop="0.0" \ |
| | --activation_dropout="0.1" \ |
| | --save_total_limit="3" \ |
| | --freeze_feature_encoder \ |
| | --feat_proj_dropout="0.0" \ |
| | --mask_time_prob="0.75" \ |
| | --mask_time_length="10" \ |
| | --mask_feature_prob="0.25" \ |
| | --mask_feature_length="64" \ |
| | --gradient_checkpointing \ |
| | --use_auth_token \ |
| | --fp16 \ |
| | --group_by_length \ |
| | --do_train --do_eval \ |
| | --max_eval_samples="100" \ |
| | --push_to_hub |
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