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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 4 new columns ({'Average', 'tedlium', 'earnings22', 'model_id'}) and 1 missing columns ({'model'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Steveeeeeeen/leaderboard_longform/5_sept_2025_latest.csv (at revision a377d16c4c9ce530c7fab8a870c2f7a07ded779e)

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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              model_id: string
              Average: double
              RTFx: double
              earnings21: double
              earnings22: double
              tedlium: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 957
              to
              {'model': Value('string'), 'RTFx': Value('float64'), 'earnings21': 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 1456, 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 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1833, 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 4 new columns ({'Average', 'tedlium', 'earnings22', 'model_id'}) and 1 missing columns ({'model'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Steveeeeeeen/leaderboard_longform/5_sept_2025_latest.csv (at revision a377d16c4c9ce530c7fab8a870c2f7a07ded779e)
              
              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)

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model
string
RTFx
float64
earnings21
float64
distil/whisper-distil-medium.en
111.59
19.48
distil/whisper-distil-large-v2
79.2
14.97
distil/whisper-distil-large-v3.5
155.77
10.6
distil/whisper-distil-large-v3
153.26
10.58
openai/whisper-large-v2
58.43
10.9
openai/whisper-large-v3
61.78
9.71
openai/whisper-large
61.29
10.66
kyutai/stt-2.6b-en
52.56
10.36
speechmatics/enhanced
null
7.9
assembly/best
null
9.4
elevenlabs/scribe_v1
null
6.35
revai/machine
null
7.63
revai/fusion
null
7.56
null
125.91
19.48
null
89.73
14.97
null
155.77
10.6
null
153.26
10.58
null
64.51
10.9
null
68.56
9.71
null
67.75
10.66
null
148.26
9.84
null
52.56
10.36
null
null
7.9
null
null
9.4
null
null
6.35
null
null
7.63
null
null
7.56

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