Set of hyperparameters.

def transformer_nat_base():
  """Set of hyperparameters."""
  hparams = transformer_nat_small()
  hparams.batch_size = 2048
  hparams.hidden_size = 512
  hparams.filter_size = 4096
  hparams.num_hidden_layers = 6
  return hparams