tensorflow/models · error · ValueError

Must specify either `tfds_name` and `tfds_split` or `input_p

Error message

Must specify either `tfds_name` and `tfds_split` or `input_path`.

What it means

Error "Must specify either `tfds_name` and `tfds_split` or `input_path`." thrown in tensorflow/models.

Source

Thrown at official/nlp/data/dual_encoder_dataloader.py:60

  vocab_file: str = ''
  lower_case: bool = True
  # ...or load preprocessing from a SavedModel at this location.
  preprocessing_hub_module_url: str = ''

  left_text_fields: Tuple[str] = ('left_input',)
  right_text_fields: Tuple[str] = ('right_input',)
  is_training: bool = True
  seq_length: int = 128
  file_type: str = 'tfrecord'


@data_loader_factory.register_data_loader_cls(DualEncoderDataConfig)
class DualEncoderDataLoader(data_loader.DataLoader):
  """A class to load dataset for dual encoder task (tasks/dual_encoder)."""

  def __init__(self, params):
    if bool(params.tfds_name) == bool(params.input_path):
      raise ValueError('Must specify either `tfds_name` and `tfds_split` '
                       'or `input_path`.')
    if bool(params.vocab_file) == bool(params.preprocessing_hub_module_url):
      raise ValueError('Must specify exactly one of vocab_file (with matching '
                       'lower_case flag) or preprocessing_hub_module_url.')
    self._params = params
    self._seq_length = params.seq_length
    self._left_text_fields = params.left_text_fields
    self._right_text_fields = params.right_text_fields

    if params.preprocessing_hub_module_url:
      preprocessing_hub_module = hub.load(params.preprocessing_hub_module_url)
      self._tokenizer = preprocessing_hub_module.tokenize
      self._pack_inputs = functools.partial(
          preprocessing_hub_module.bert_pack_inputs,
          seq_length=params.seq_length)
    else:
      self._tokenizer = layers.BertTokenizer(
          vocab_file=params.vocab_file, lower_case=params.lower_case)

View on GitHub (pinned to e006f5f0d5)

When it happens

Trigger: Thrown at official/nlp/data/dual_encoder_dataloader.py:60 when the library encounters an invalid state.

Common situations: See trigger scenarios.

AI-assisted analysis of tensorflow/models@e006f5f0d5 (2026-08-24). Data as JSON: /api/errors/afa25369653578d5. Report an issue: GitHub.