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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="el" \
--output_dir="./" \
--overwrite_output_dir \
--num_train_epochs="80" \
--per_device_train_batch_size="32" \
--gradient_accumulation_steps="2" \
--learning_rate="5e-5" \
--warmup_steps="400" \
--lr_scheduler_type="linear" \
--feat_proj_dropout="0.1" \
--attention_dropout="0.1" \
--max_duration_in_seconds="15" \
--mask_time_prob="0.4" \
--mask_feature_prob="0.1" \
--evaluation_strategy="steps" \
--text_column_name="sentence" \
--length_column_name="input_length" \
--save_steps="500" \
--eval_steps="500" \
--layerdrop="0.0" \
--save_total_limit="2" \
--freeze_feature_encoder \
--gradient_checkpointing \
--fp16 \
--push_to_hub \
--group_by_length \
--do_train --do_eval |