tensorflow/models · error · ValueError

`tfds_name` and `tfds_split` should be specified or unspecif

Error message

`tfds_name` and `tfds_split` should be specified or unspecified at the same time.

What it means

Error "`tfds_name` and `tfds_split` should be specified or unspecified at the same time." thrown in tensorflow/models.

Source

Thrown at official/nlp/data/sentence_prediction_dataloader.py:204

  def __call__(self, segments):
    segments = [self._tokenizer(s) for s in segments]
    # BertTokenizer returns a RaggedTensor with shape [batch, word, subword],
    # and SentencepieceTokenizer returns a RaggedTensor with shape
    # [batch, sentencepiece],
    segments = [
        tf.cast(x.merge_dims(1, -1) if x.shape.rank > 2 else x, tf.int32)
        for x in segments
    ]
    return self._pack_inputs(segments)


@data_loader_factory.register_data_loader_cls(SentencePredictionTextDataConfig)
class SentencePredictionTextDataLoader(data_loader.DataLoader):
  """Loads dataset with raw text for sentence prediction task."""

  def __init__(self, params):
    if bool(params.tfds_name) != bool(params.tfds_split):
      raise ValueError('`tfds_name` and `tfds_split` should be specified or '
                       'unspecified at the same time.')
    if bool(params.tfds_name) == bool(params.input_path):
      raise ValueError('Must specify either `tfds_name` and `tfds_split` '
                       'or `input_path`.')
    if not params.text_fields:
      raise ValueError('Unexpected empty text fields.')
    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._text_fields = params.text_fields
    self._label_field = params.label_field
    self._label_type = params.label_type
    self._include_example_id = params.include_example_id
    self._text_processor = TextProcessor(
        seq_length=params.seq_length,
        vocab_file=params.vocab_file,

View on GitHub (pinned to e006f5f0d5)

When it happens

Trigger: Thrown at official/nlp/data/sentence_prediction_dataloader.py:204 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/816d3461d069bd31. Report an issue: GitHub.