| date | |
| python ./run_speech_recognition_seq2seq_streaming.py \ | |
| --model_name_or_path "openai/whisper-small" \ | |
| --model_revision "main" \ | |
| --do_train True \ | |
| --do_eval True \ | |
| --use_auth_token False \ | |
| --freeze_encoder False \ | |
| --model_index_name "whisper-sm-el-xs" \ | |
| --dataset_name "mozilla-foundation/common_voice_11_0" \ | |
| --dataset_config_name "el" \ | |
| --audio_column_name "audio" \ | |
| --text_column_name "sentence" \ | |
| --max_duration_in_seconds 30 \ | |
| --train_split_name "train+validation" \ | |
| --eval_split_name "test" \ | |
| --do_lower_case False \ | |
| --do_remove_punctuation False \ | |
| --do_normalize_eval True \ | |
| --language "greek" \ | |
| --task "transcribe" \ | |
| --shuffle_buffer_size 500 \ | |
| --output_dir "./data/finetuningRuns/whisper-sm-el-xs" \ | |
| --per_device_train_batch_size 16 \ | |
| --gradient_accumulation_steps 4 \ | |
| --learning_rate 1e-5 \ | |
| --warmup_steps 500 \ | |
| --max_steps 5000 \ | |
| --gradient_checkpointing True \ | |
| --fp16 True \ | |
| --evaluation_strategy "steps" \ | |
| --per_device_eval_batch_size 8 \ | |
| --predict_with_generate True \ | |
| --generation_max_length 225 \ | |
| --save_steps 1000 \ | |
| --eval_steps 1000 \ | |
| --logging_steps 25 \ | |
| --report_to "tensorboard" \ | |
| --load_best_model_at_end True \ | |
| --metric_for_best_model "wer" \ | |
| --greater_is_better False \ | |
| --push_to_hub False \ | |
| --overwrite_output_dir True | |
| date |