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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
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