deepspeed run_speech_recognition_seq2seq_streaming.py \ --deepspeed="ds_config.json" \ --model_name_or_path="openai/whisper-large-v3" \ --train_dataset_names "mozilla-foundation/common_voice_11_0" "mozilla-foundation/common_voice_11_0" "google/fleurs" "Finnish-NLP/css10_audio_processed" "Finnish-NLP/youtube_fi_110k_preprocessed" "Finnish-NLP/voxpopuli_fi_audio_processed" "Finnish-NLP/parliament_audio_processed" "Finnish-NLP/aalto_eduskunta_asr_audio_processed" "Finnish-NLP/fbc_dialog_audio_processed" "Finnish-NLP/fbc_monolog_audio_processed" \ --train_dataset_config_names "fi" "fi" "fi_fi" "" "" "" "" "" "" "" \ --train_dataset_split_name "train" "validation" "train" "train" "train" "train" "train" "train" "train" "train" \ --train_dataset_text_column_names "sentence" "sentence" "raw_transcription" "sentence" "texts" "sentence" "sentence" "sentence" "sentence" "sentence" \ --eval_dataset_name="mozilla-foundation/common_voice_11_0" \ --eval_dataset_config_name="fi" \ --eval_split_name="test" \ --language="finnish" \ --model_index_name="WhisperLargeV3Finnish" \ --max_steps="60000" \ --output_dir="./" \ --per_device_train_batch_size="8" \ --per_device_eval_batch_size="4" \ --gradient_accumulation_steps="2" \ --logging_steps="20" \ --learning_rate="3e-6" \ --warmup_steps="1000" \ --evaluation_strategy="steps" \ --eval_steps="1000" \ --save_strategy="steps" \ --save_steps="1000" \ --generation_max_length="225" \ --length_column_name="input_length" \ --max_duration_in_seconds="30" \ --text_column_name="sentence" \ --freeze_feature_encoder="False" \ --report_to="wandb" \ --metric_for_best_model="wer" \ --greater_is_better="False" \ --load_best_model_at_end \ --gradient_checkpointing \ --fp16 \ --torch_compile \ --overwrite_output_dir \ --do_train \ --do_eval \ --predict_with_generate \ --do_normalize_eval \ --use_auth_token \ --push_to_hub \ --push_to_hub_model_id="WhisperLargeFinnishV3"