File size: 915 Bytes
dfe1774 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 |
python run_speech_recognition_ctc.py \
--dataset_name="common_voice" \
--model_name_or_path="./checkpoint-10500" \
--dataset_config_name="tr" \
--output_dir="./" \
--overwrite_output_dir \
--num_train_epochs="120" \
--per_device_train_batch_size="32" \
--gradient_accumulation_steps="1" \
--learning_rate="2e-4" \
--adam_beta1="0.999" \
--adam_beta2="0.9999" \
--warmup_steps="0" \
--evaluation_strategy="steps" \
--text_column_name="sentence" \
--save_steps="500" \
--eval_steps="500" \
--logging_steps="1" \
--layerdrop="0.0" \
--eval_metrics wer cer \
--save_total_limit="1" \
--mask_time_prob="0.3" \
--mask_time_length="10" \
--mask_feature_prob="0.1" \
--mask_feature_length="64" \
--chars_to_ignore , ? . ! - \; \: \" “ % ‘ ” � \
--fp16 \
--group_by_length \
--push_to_hub \
--do_train --do_eval \
--gradient_checkpointing \
--report_to tensorboard \
--use_auth_token
|