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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 1 new columns ({'model'}) and 4 missing columns ({'earnings22', 'Average', 'model_id', 'tedlium'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Steveeeeeeen/leaderboard_longform/28_aug_2025.csv (at revision 2346d0a1d4da85d91eacf8c627ffb57357703a40)
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: string
RTFx: double
earnings21: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 600
to
{'model_id': Value('string'), 'Average': Value('float64'), 'RTFx': Value('float64'), 'earnings21': Value('float64'), 'earnings22': Value('float64'), 'tedlium': 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 1 new columns ({'model'}) and 4 missing columns ({'earnings22', 'Average', 'model_id', 'tedlium'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Steveeeeeeen/leaderboard_longform/28_aug_2025.csv (at revision 2346d0a1d4da85d91eacf8c627ffb57357703a40)
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.
model_id
string | Average
float64 | RTFx
float64 | earnings21
float64 | earnings22
float64 | tedlium
float64 |
|---|---|---|---|---|---|
distil/whisper-distil-medium.en
| 18.96
| 125.91
| 19.48
| 24.82
| 12.58
|
nvidia/stt_en_fastconformer_transducer_large
| 16.286667
| 810.63
| 18.15
| 25.3
| 5.41
|
nvidia/stt_en_fastconformer_ctc_large
| 15.523333
| 5,531.13
| 17.02
| 24.29
| 5.26
|
nvidia/stt_en_conformer_transducer_large
| 15.396667
| 173.29
| 17.26
| 23.69
| 5.24
|
nvidia/stt_en_conformer_ctc_small
| 15.283333
| 4,905.03
| 16.44
| 23.15
| 6.26
|
distil/whisper-distil-large-v2
| 14.686667
| 89.73
| 14.97
| 19.24
| 9.85
|
nvidia/stt_en_conformer_transducer_small
| 13.743333
| 528.38
| 15.05
| 20.72
| 5.46
|
nvidia/stt_en_conformer_ctc_large
| 11.1
| 248.4
| 12.11
| 17.51
| 3.68
|
nvidia/parakeet-rnnt-1.1b
| 10.743333
| 638.7
| 12.61
| 15.22
| 4.4
|
nvidia/parakeet-rnnt-0.6b
| 10.226667
| 810.63
| 11.13
| 14.14
| 5.41
|
nvidia/parakeet-tdt-1.1b
| 10.186667
| 893.5
| 11.57
| 14.98
| 4.01
|
distil/whisper-distil-large-v3
| 9.84
| 153.26
| 10.58
| 14.98
| 3.96
|
nvidia/parakeet-ctc-0.6b
| 9.773333
| 4,383.61
| 10.79
| 14.97
| 3.56
|
distil/whisper-distil-large-v3.5
| 9.71
| 155.77
| 10.6
| 14.03
| 4.5
|
openai/whisper-large
| 9.453333
| 67.75
| 10.66
| 14.11
| 3.59
|
openai/whisper-large-v2
| 9.446667
| 64.51
| 10.9
| 14.24
| 3.2
|
nvidia/parakeet-ctc-1.1b
| 9.276667
| 2,793.75
| 10.14
| 14.46
| 3.23
|
nvidia/parakeet-tdt-0.6b-v2
| 9.023333
| 955.87
| 10.75
| 13.25
| 3.07
|
revai/machine
| 8.756667
| null | 7.63
| 15.72
| 2.92
|
openai/whisper-large-v3-turbo
| 8.723333
| 148.26
| 9.84
| 13.1
| 3.23
|
openai/whisper-large-v3
| 8.673333
| 68.56
| 9.71
| 13.16
| 3.15
|
revai/fusion
| 8.516667
| null | 7.56
| 15.47
| 2.52
|
assembly/best
| 8.2
| null | 9.4
| 11.82
| 3.38
|
speechmatics/enhanced
| 6.97
| null | 7.9
| 10.75
| 2.26
|
kyutai/stt-2.6b-en
| 6.645
| 52.56
| 10.36
| null | 2.93
|
elevenlabs/scribe_v1
| 5.896667
| null | 6.35
| 9.03
| 2.31
|
null | null | 111.59
| 19.48
| null | null |
null | null | 79.2
| 14.97
| null | null |
null | null | 155.77
| 10.6
| null | null |
null | null | 153.26
| 10.58
| null | null |
null | null | 58.43
| 10.9
| null | null |
null | null | 61.78
| 9.71
| null | null |
null | null | 61.29
| 10.66
| null | null |
null | null | 52.56
| 10.36
| null | null |
null | null | null | 7.9
| null | null |
null | null | null | 9.4
| null | null |
null | null | null | 6.35
| null | null |
null | null | null | 7.63
| null | null |
null | null | null | 7.56
| null | null |
distil/whisper-distil-medium.en
| 18.96
| 125.91
| 19.48
| 24.82
| 12.58
|
distil/whisper-distil-large-v2
| 14.686667
| 89.73
| 14.97
| 19.24
| 9.85
|
distil/whisper-distil-large-v3.5
| 9.71
| 155.77
| 10.6
| 14.03
| 4.5
|
distil/whisper-distil-large-v3
| 9.84
| 153.26
| 10.58
| 14.98
| 3.96
|
openai/whisper-large-v2
| 9.446667
| 64.51
| 10.9
| 14.24
| 3.2
|
openai/whisper-large-v3
| 8.673333
| 68.56
| 9.71
| 13.16
| 3.15
|
openai/whisper-large
| 9.453333
| 67.75
| 10.66
| 14.11
| 3.59
|
openai/whisper-large-v3-turbo
| 8.723333
| 148.26
| 9.84
| 13.1
| 3.23
|
kyutai/stt-2.6b-en
| 6.645
| 52.56
| 10.36
| null | 2.93
|
speechmatics/enhanced
| 6.97
| null | 7.9
| 10.75
| 2.26
|
assembly/best
| 8.2
| null | 9.4
| 11.82
| 3.38
|
elevenlabs/scribe_v1
| 4.33
| null | 6.35
| 9.03
| 2.31
|
revai/machine
| 5.275
| null | 7.63
| 15.72
| 2.92
|
revai/fusion
| 5.04
| null | 7.56
| 15.47
| 2.52
|
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