|
accelerate launch ./run_parler_tts_training.py \ |
|
--model_name_or_path "parler-tts/parler_tts_mini_v0.1" \ |
|
--feature_extractor_name "parler-tts/dac_44khZ_8kbps" \ |
|
--description_tokenizer_name "parler-tts/parler_tts_mini_v0.1" \ |
|
--prompt_tokenizer_name "parler-tts/parler_tts_mini_v0.1" \ |
|
--report_to "wandb" \ |
|
--overwrite_output_dir true \ |
|
--train_dataset_name "sanchit-gandhi/expresso-concatenated-half-normal" \ |
|
--train_metadata_dataset_name "sanchit-gandhi/expresso-concatenated-half-normal-tags-mistral" \ |
|
--train_dataset_config_name "read" \ |
|
--train_split_name "train[:-35]" \ |
|
--eval_dataset_name "sanchit-gandhi/expresso-concatenated-half-normal" \ |
|
--eval_metadata_dataset_name "sanchit-gandhi/expresso-concatenated-half-normal-tags-mistral" \ |
|
--eval_dataset_config_name "read" \ |
|
--eval_split_name "train" \ |
|
--max_eval_samples 8 \ |
|
--per_device_eval_batch_size 16 \ |
|
--target_audio_column_name "audio" \ |
|
--description_column_name "text_description" \ |
|
--prompt_column_name "text" \ |
|
--max_duration_in_seconds 30.0 \ |
|
--min_duration_in_seconds 2.0 \ |
|
--max_text_length 400 \ |
|
--preprocessing_num_workers 2 \ |
|
--do_train true \ |
|
--num_train_epochs 8 \ |
|
--gradient_accumulation_steps 8 \ |
|
--gradient_checkpointing true \ |
|
--per_device_train_batch_size 16 \ |
|
--learning_rate 0.00008 \ |
|
--adam_beta1 0.9 \ |
|
--adam_beta2 0.99 \ |
|
--weight_decay 0.01 \ |
|
--lr_scheduler_type "cosine" \ |
|
--warmup_steps 250 \ |
|
--logging_steps 2 \ |
|
--freeze_text_encoder true \ |
|
--audio_encoder_per_device_batch_size 4 \ |
|
--dtype "bfloat16" \ |
|
--seed 456 \ |
|
--output_dir "./" \ |
|
--temporary_save_to_disk "../audio_code_tmp_concat/" \ |
|
--save_to_disk "../tmp_dataset_audio_concat/" \ |
|
--dataloader_num_workers 4 \ |
|
--do_eval \ |
|
--predict_with_generate \ |
|
--include_inputs_for_metrics \ |
|
--save_strategy "steps" \ |
|
--save_steps 72 \ |
|
--evaluation_strategy "epoch" \ |
|
--save_total_limit 5 \ |
|
--group_by_length true \ |
|
--push_to_hub |
|
|