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punk.json
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punk.json
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{
"overwrite_output_dir": true,
"output_dir": "./punk_tmp",
"dataset_name": "ylacombe/tiny-punk",
"dataset_config_name": "default",
"target_audio_column_name": "others",
"instance_prompt": "punk",
"train_split_name": "clean",
"eval_split_name": "clean",
"max_duration_in_seconds": 30,
"min_duration_in_seconds": 1.0,
"model_name_or_path": "facebook/musicgen-melody",
"preprocessing_num_workers": 8,
"do_train": true,
"fp16": true,
"num_train_epochs": 4,
"gradient_accumulation_steps": 8,
"gradient_checkpointing": true,
"per_device_train_batch_size": 2,
"learning_rate": 2e-4,
"adam_beta1": 0.9,
"adam_beta2": 0.99,
"weight_decay": 0.1,
"dataloader_num_workers": 8,
"use_lora": true,
"logging_steps": 1,
"pad_token_id": 2048,
"decoder_start_token_id": 2048,
"do_eval": true,
"predict_with_generate": true,
"include_inputs_for_metrics": true,
"eval_steps": 25,
"evaluation_strategy": "steps",
"per_device_eval_batch_size": 1,
"max_eval_samples": 8,
"generation_max_length": 400,
"seed": 456,
"push_to_hub": true,
"hub_model_id": "musicgen-melody-lora-punk",
"report_to": "wandb",
"add_audio_samples_to_wandb": true,
"add_metadata": true,
"full_generation_sample_text": "80s punk track with groovy saxophone",
"guidance_scale": 3.0
}