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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
premise: string
hypothesis: string
label: int64
source: string
-- schema metadata --
huggingface: '{"info": {"features": {"premise": {"dtype": "string", "_typ' + 204
to
{'label': ClassLabel(names=['entailment', 'neutral', 'contradiction']), 'input_ids': List(Value('int32')), 'token_type_ids': List(Value('int8')), 'attention_mask': List(Value('int8'))}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/arrow/arrow.py", line 74, in _generate_tables
yield Key(file_idx, batch_idx), self._cast_table(pa_table)
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/arrow/arrow.py", line 54, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
premise: string
hypothesis: string
label: int64
source: string
-- schema metadata --
huggingface: '{"info": {"features": {"premise": {"dtype": "string", "_typ' + 204
to
{'label': ClassLabel(names=['entailment', 'neutral', 'contradiction']), 'input_ids': List(Value('int32')), 'token_type_ids': List(Value('int8')), 'attention_mask': List(Value('int8'))}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1919, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
label class label | input_ids list | token_type_ids list | attention_mask list |
|---|---|---|---|
0entailment | [
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2contradiction | [
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2contradiction | [
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0entailment | [
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0entailment | [
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2contradiction | [
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0entailment | [
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0entailment | [
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0entailment | [
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End of preview.
Director-AI Training Dataset
Combined training data for hallucination detection models used in Director-AI.
Sources
- HaluEval (pminervini/HaluEval)
- FEVER (pietrolesci/nli_fever)
- VitaminC (tals/vitaminc)
- ANLI R3 (anli)
~100K examples, 3-class (entailment / neutral / contradiction).
License
AGPL-3.0 | Commercial licensing: anulum.li
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