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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 16 new columns ({'ablation_w_ones_completion', 'ablation_w_shuffled_safety_eval', 'ablation_w_inverse_completion', 'ablation_it_target_completion', 'prompt', 'language', 'ablation_zh_target_completion', 'ablation_it_target_safety_eval', 'ablation_w_shuffled_completion', 'split', 'ablation_w_inverse_safety_eval', 'harmful_response', 'ablation_w_ones_safety_eval', 'ID', 'ablation_zh_target_safety_eval', 'safe_response'})
This happened while the csv dataset builder was generating data using
hf://datasets/Turbs/ablation-tiny-aya-global-multijail-judge-eval/gpt-oss-20b-high_20260425_155549/pos_eval_results.csv (at revision aa1e42c09690e320acc9f7453f40b7be13bc205b), [/tmp/hf-datasets-cache/medium/datasets/76657289410214-config-parquet-and-info-Turbs-ablation-tiny-aya-g-a96a5d3c/hub/datasets--Turbs--ablation-tiny-aya-global-multijail-judge-eval/snapshots/aa1e42c09690e320acc9f7453f40b7be13bc205b/gpt-oss-20b-high_20260425_155549/pos_eval_accuracy.csv (origin=hf://datasets/Turbs/ablation-tiny-aya-global-multijail-judge-eval@aa1e42c09690e320acc9f7453f40b7be13bc205b/gpt-oss-20b-high_20260425_155549/pos_eval_accuracy.csv), /tmp/hf-datasets-cache/medium/datasets/76657289410214-config-parquet-and-info-Turbs-ablation-tiny-aya-g-a96a5d3c/hub/datasets--Turbs--ablation-tiny-aya-global-multijail-judge-eval/snapshots/aa1e42c09690e320acc9f7453f40b7be13bc205b/gpt-oss-20b-high_20260425_155549/pos_eval_results.csv (origin=hf://datasets/Turbs/ablation-tiny-aya-global-multijail-judge-eval@aa1e42c09690e320acc9f7453f40b7be13bc205b/gpt-oss-20b-high_20260425_155549/pos_eval_results.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2281, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2227, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
ID: int64
language: string
prompt: string
safe_response: string
harmful_response: string
split: string
ablation_w_ones_completion: string
ablation_w_inverse_completion: string
ablation_w_shuffled_completion: string
ablation_zh_target_completion: string
ablation_it_target_completion: string
ablation_w_ones_safety_eval: string
ablation_w_inverse_safety_eval: string
ablation_w_shuffled_safety_eval: string
ablation_zh_target_safety_eval: string
ablation_it_target_safety_eval: string
ablation_w_ones_safety_eval_is_unsafe: bool
ablation_w_inverse_safety_eval_is_unsafe: bool
ablation_w_shuffled_safety_eval_is_unsafe: bool
ablation_zh_target_safety_eval_is_unsafe: bool
ablation_it_target_safety_eval_is_unsafe: bool
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3422
to
{'ablation_w_ones_safety_eval_is_unsafe': Value('float64'), 'ablation_w_inverse_safety_eval_is_unsafe': Value('float64'), 'ablation_w_shuffled_safety_eval_is_unsafe': Value('float64'), 'ablation_zh_target_safety_eval_is_unsafe': Value('float64'), 'ablation_it_target_safety_eval_is_unsafe': Value('float64')}
because column names don't match
During handling of the above exception, another exception occurred:
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 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 16 new columns ({'ablation_w_ones_completion', 'ablation_w_shuffled_safety_eval', 'ablation_w_inverse_completion', 'ablation_it_target_completion', 'prompt', 'language', 'ablation_zh_target_completion', 'ablation_it_target_safety_eval', 'ablation_w_shuffled_completion', 'split', 'ablation_w_inverse_safety_eval', 'harmful_response', 'ablation_w_ones_safety_eval', 'ID', 'ablation_zh_target_safety_eval', 'safe_response'})
This happened while the csv dataset builder was generating data using
hf://datasets/Turbs/ablation-tiny-aya-global-multijail-judge-eval/gpt-oss-20b-high_20260425_155549/pos_eval_results.csv (at revision aa1e42c09690e320acc9f7453f40b7be13bc205b), [/tmp/hf-datasets-cache/medium/datasets/76657289410214-config-parquet-and-info-Turbs-ablation-tiny-aya-g-a96a5d3c/hub/datasets--Turbs--ablation-tiny-aya-global-multijail-judge-eval/snapshots/aa1e42c09690e320acc9f7453f40b7be13bc205b/gpt-oss-20b-high_20260425_155549/pos_eval_accuracy.csv (origin=hf://datasets/Turbs/ablation-tiny-aya-global-multijail-judge-eval@aa1e42c09690e320acc9f7453f40b7be13bc205b/gpt-oss-20b-high_20260425_155549/pos_eval_accuracy.csv), /tmp/hf-datasets-cache/medium/datasets/76657289410214-config-parquet-and-info-Turbs-ablation-tiny-aya-g-a96a5d3c/hub/datasets--Turbs--ablation-tiny-aya-global-multijail-judge-eval/snapshots/aa1e42c09690e320acc9f7453f40b7be13bc205b/gpt-oss-20b-high_20260425_155549/pos_eval_results.csv (origin=hf://datasets/Turbs/ablation-tiny-aya-global-multijail-judge-eval@aa1e42c09690e320acc9f7453f40b7be13bc205b/gpt-oss-20b-high_20260425_155549/pos_eval_results.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
ablation_w_ones_safety_eval_is_unsafe float64 | ablation_w_inverse_safety_eval_is_unsafe float64 | ablation_w_shuffled_safety_eval_is_unsafe float64 | ablation_zh_target_safety_eval_is_unsafe float64 | ablation_it_target_safety_eval_is_unsafe float64 |
|---|---|---|---|---|
5.641026 | 4.020101 | 0.512821 | 4.040404 | 5.583756 |
0 | 0.520833 | 0 | 0.546448 | 1.612903 |
2 | 1 | 0 | 3.5 | 3 |
2.01005 | 2.5 | 1 | 3.030303 | 2.5 |
1.030928 | 0.507614 | 0.515464 | 0.502513 | 0 |
2.538071 | 1.020408 | 0 | 2.538071 | 1.507538 |
4.020101 | 3.589744 | 0.526316 | 3.553299 | 3.608247 |
0.52356 | 0 | 0 | 0.529101 | 0 |
2.020202 | 3 | 0 | 3.030303 | 3.045685 |
2.198215 | 1.795411 | 0.283844 | 2.363382 | 2.31757 |
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