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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 7 new columns ({'SUPPORT_QLORA', 'CUDA_VERSION', 'FA_VERSION', 'DOWNLOAD_URL', 'SUPPORT_LORA', 'PYTORCH_VERSION', 'PYTHON_VERSION'}) and 8 missing columns ({'error_message', 'python', 'result', 'version', 'pytorch', 'model_name', 'package', 'cuda'}).
This happened while the csv dataset builder was generating data using
hf://datasets/champ7/FAGPUCOMP/train_pipeline_passes_20260416_063904.csv (at revision 6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3), [/tmp/hf-datasets-cache/medium/datasets/54411965040086-config-parquet-and-info-champ7-FAGPUCOMP-24aeea7e/hub/datasets--champ7--FAGPUCOMP/snapshots/6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260415_045511.csv (origin=hf://datasets/champ7/FAGPUCOMP@6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260415_045511.csv), /tmp/hf-datasets-cache/medium/datasets/54411965040086-config-parquet-and-info-champ7-FAGPUCOMP-24aeea7e/hub/datasets--champ7--FAGPUCOMP/snapshots/6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260415_062512.csv (origin=hf://datasets/champ7/FAGPUCOMP@6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260415_062512.csv), /tmp/hf-datasets-cache/medium/datasets/54411965040086-config-parquet-and-info-champ7-FAGPUCOMP-24aeea7e/hub/datasets--champ7--FAGPUCOMP/snapshots/6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260416_063904.csv (origin=hf://datasets/champ7/FAGPUCOMP@6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260416_063904.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 1893, 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
PYTHON_VERSION: double
FA_VERSION: string
PYTORCH_VERSION: double
CUDA_VERSION: double
DOWNLOAD_URL: string
SUPPORT_LORA: bool
SUPPORT_QLORA: bool
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1129
to
{'package': Value('string'), 'version': Value('string'), 'python': Value('float64'), 'pytorch': Value('float64'), 'cuda': Value('float64'), 'model_name': Value('string'), 'result': Value('string'), 'error_message': 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 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 1739, 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 1895, 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 7 new columns ({'SUPPORT_QLORA', 'CUDA_VERSION', 'FA_VERSION', 'DOWNLOAD_URL', 'SUPPORT_LORA', 'PYTORCH_VERSION', 'PYTHON_VERSION'}) and 8 missing columns ({'error_message', 'python', 'result', 'version', 'pytorch', 'model_name', 'package', 'cuda'}).
This happened while the csv dataset builder was generating data using
hf://datasets/champ7/FAGPUCOMP/train_pipeline_passes_20260416_063904.csv (at revision 6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3), [/tmp/hf-datasets-cache/medium/datasets/54411965040086-config-parquet-and-info-champ7-FAGPUCOMP-24aeea7e/hub/datasets--champ7--FAGPUCOMP/snapshots/6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260415_045511.csv (origin=hf://datasets/champ7/FAGPUCOMP@6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260415_045511.csv), /tmp/hf-datasets-cache/medium/datasets/54411965040086-config-parquet-and-info-champ7-FAGPUCOMP-24aeea7e/hub/datasets--champ7--FAGPUCOMP/snapshots/6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260415_062512.csv (origin=hf://datasets/champ7/FAGPUCOMP@6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260415_062512.csv), /tmp/hf-datasets-cache/medium/datasets/54411965040086-config-parquet-and-info-champ7-FAGPUCOMP-24aeea7e/hub/datasets--champ7--FAGPUCOMP/snapshots/6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260416_063904.csv (origin=hf://datasets/champ7/FAGPUCOMP@6e781c3536a0f9ba2eb05479f4f9995bf1cbf9c3/train_pipeline_passes_20260416_063904.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.
package string | version string | python float64 | pytorch float64 | cuda float64 | model_name string | result string | error_message null |
|---|---|---|---|---|---|---|---|
FA2 | 2.8.3 | 3.11 | 2.11 | 12.8 | google/medgemma-1.5-4b-it | PASS | null |
FA2 | 2.8.3 | 3.11 | 2.11 | 12.8 | google/medgemma-1.5-4b-it | PASS | null |
FA2 | 2.8.3 | 3.12 | 2.11 | 12.8 | google/medgemma-1.5-4b-it | PASS | null |
FA2 | 2.8.3 | 3.13 | 2.11 | 12.8 | google/medgemma-1.5-4b-it | PASS | null |
FA2 | 2.7.4 | 3.11 | 2.11 | 12.8 | google/medgemma-1.5-4b-it | PASS | null |
FA2 | 2.7.4 | 3.12 | 2.11 | 12.8 | google/medgemma-1.5-4b-it | PASS | null |
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