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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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