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Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
source: string
n: int64
seed: int64
sampler: string
line_indices_sha256: string
rendered_text_sha256: string
template: string
text: string
to
{'text': Value('string')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
source: string
n: int64
seed: int64
sampler: string
line_indices_sha256: string
rendered_text_sha256: string
template: string
text: string
to
{'text': Value('string')}
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 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, 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.
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QATFactory GPTQ calibration set (calib_512)
This calibration dataset is a chosen subset of OpenPerfectBlend.
Concretely: 512 rows sampled with random.Random(42).sample(range(n_rows), 512)
(then sorted) from openperfectblend_100k_Qwen3.5-9B_think_train.jsonl — a
100K-example OpenPerfectBlend prompt set whose responses (including
<think> reasoning traces) were generated by Qwen/Qwen3.5-9B. Each row is
the conversation rendered with the model's stock chat template
(add_generation_prompt=False) into a single text field.
Fingerprints (from calib_512.meta.json)
calib_512.jsonlmd5:d1ff8cce1d785f8e51b71eb237fb7a71- line-indices sha256:
966f4780c1438ebd35c0feaf6dddd258b65fc5e20b44c5b434906dcb7cac4084 - rendered-text sha256:
52d75ac687cc4acca8b220f9f67009ac754dea60fc564bea364e46755abac5c2
Used by
GPTQ PTQ baselines of the QATFactory W4A4 study (llm-compressor 0.12.0
GPTQModifier, max_seq_length=8192, num_calibration_samples=512):
Reproduction scripts: gptq_27b.py / gptq_9b.py (togethercomputer/weilix
branch weili/qat, experiments/w4a4-qwen35-27b/jbom/ and
experiments/mxfp4-qwen35-9b/). Result tables:
qatfactory-experiments.
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