| export WANDB_PROJECT="xls-r-1b-cv_8-fr" |
| python run_speech_recognition_ctc.py \ |
| --activation_dropout="0.1" \ |
| --dataset_name="mozilla-foundation/common_voice_8_0" \ |
| --dataset_config_name="fr" \ |
| --eval_steps="1000" \ |
| --evaluation_strategy="steps" \ |
| --feat_proj_dropout="0.0" \ |
| --freeze_feature_encoder \ |
| --fp16 \ |
| --gradient_accumulation_steps="8" \ |
| --gradient_checkpointing \ |
| --group_by_length \ |
| --layerdrop="0.0" \ |
| --learning_rate="7.5e-5" \ |
| --length_column_name="input_length" \ |
| --load_best_model_at_end \ |
| --logging_steps="100" \ |
| --mask_feature_length="64" \ |
| --mask_feature_prob="0.25" \ |
| --mask_time_length="10" \ |
| --mask_time_prob="0.75" \ |
| --model_name_or_path="facebook/wav2vec2-xls-r-1b" \ |
| --num_train_epochs="4.0" \ |
| --output_dir="./" \ |
| --overwrite_output_dir \ |
| --per_device_train_batch_size="16" \ |
| --per_device_eval_batch_size="16" \ |
| --preprocessing_num_workers="4" \ |
| --push_to_hub \ |
| --report_to="wandb" \ |
| --save_steps="1000" \ |
| --save_total_limit="3" \ |
| --text_column_name="sentence" \ |
| --use_auth_token \ |
| --warmup_steps="2000" \ |
| --do_train --do_eval |
|
|
