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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 ({'gpt2', 'gpt-3.5', 'davinci', 'gpt-4o'}) and 15 missing columns ({'mistralai/Mistral-7B-v0.1', 'meta-llama/Meta-Llama-3-8B', 'CohereForAI/aya-101', 'google-bert/bert-base-multilingual-cased', 'FacebookAI/xlm-roberta-base', 'cis-lmu/glot500-base', 'Qwen/Qwen2.5-7B', 'dbmdz/bert-base-italian-cased', 'google/gemma-3-4b-it', 'almanach/camembert-base', 'openai-community/gpt2', 'bigscience/bloom', 'google-t5/t5-small', 'EuroBERT/EuroBERT-2.1B', 'BSC-LT/salamandra-2b'}).
This happened while the json dataset builder was generating data using
hf://datasets/Mixture-of-tokenizers/Tokenizers-Tokens/OpenAI-Tokens.json (at revision a631c17fee7f80de5fdad5d30a9a27c88f75c4e8)
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 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, 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 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
gpt-4o: list<item: struct<identifier: int64, sentence: string, tokens: list<item: int64>>>
child 0, item: struct<identifier: int64, sentence: string, tokens: list<item: int64>>
child 0, identifier: int64
child 1, sentence: string
child 2, tokens: list<item: int64>
child 0, item: int64
gpt-3.5: list<item: struct<identifier: int64, sentence: string, tokens: list<item: int64>>>
child 0, item: struct<identifier: int64, sentence: string, tokens: list<item: int64>>
child 0, identifier: int64
child 1, sentence: string
child 2, tokens: list<item: int64>
child 0, item: int64
gpt2: list<item: struct<identifier: int64, sentence: string, tokens: list<item: int64>>>
child 0, item: struct<identifier: int64, sentence: string, tokens: list<item: int64>>
child 0, identifier: int64
child 1, sentence: string
child 2, tokens: list<item: int64>
child 0, item: int64
davinci: list<item: struct<identifier: int64, sentence: string, tokens: list<item: int64>>>
child 0, item: struct<identifier: int64, sentence: string, tokens: list<item: int64>>
child 0, identifier: int64
child 1, sentence: string
child 2, tokens: list<item: int64>
child 0, item: int64
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 543
to
{'openai-community/gpt2': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'google-bert/bert-base-multilingual-cased': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'FacebookAI/xlm-roberta-base': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'bigscience/bloom': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'CohereForAI/aya-101': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'cis-lmu/glot500-base': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'meta-llama/Meta-Llama-3-8B': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'mistralai/Mistral-7B-v0.1': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'BSC-LT/salamandra-2b': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'google/gemma-3-4b-it': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'Qwen/Qwen2.5-7B': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'almanach/camembert-base': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'dbmdz/bert-base-italian-cased': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'EuroBERT/EuroBERT-2.1B': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}], 'google-t5/t5-small': [{'identifier': Value(dtype='int64', id=None), 'sentence': Value(dtype='string', id=None), 'tokens': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}]}
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 1438, 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 1050, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1873, 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 ({'gpt2', 'gpt-3.5', 'davinci', 'gpt-4o'}) and 15 missing columns ({'mistralai/Mistral-7B-v0.1', 'meta-llama/Meta-Llama-3-8B', 'CohereForAI/aya-101', 'google-bert/bert-base-multilingual-cased', 'FacebookAI/xlm-roberta-base', 'cis-lmu/glot500-base', 'Qwen/Qwen2.5-7B', 'dbmdz/bert-base-italian-cased', 'google/gemma-3-4b-it', 'almanach/camembert-base', 'openai-community/gpt2', 'bigscience/bloom', 'google-t5/t5-small', 'EuroBERT/EuroBERT-2.1B', 'BSC-LT/salamandra-2b'}).
This happened while the json dataset builder was generating data using
hf://datasets/Mixture-of-tokenizers/Tokenizers-Tokens/OpenAI-Tokens.json (at revision a631c17fee7f80de5fdad5d30a9a27c88f75c4e8)
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.
openai-community/gpt2
list | google-bert/bert-base-multilingual-cased
list | FacebookAI/xlm-roberta-base
list | bigscience/bloom
list | CohereForAI/aya-101
list | cis-lmu/glot500-base
list | meta-llama/Meta-Llama-3-8B
list | mistralai/Mistral-7B-v0.1
list | BSC-LT/salamandra-2b
list | google/gemma-3-4b-it
list | Qwen/Qwen2.5-7B
list | almanach/camembert-base
list | dbmdz/bert-base-italian-cased
list | EuroBERT/EuroBERT-2.1B
list | google-t5/t5-small
list |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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[{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) | [{"identifier":1,"sentence":"Ara tenim ratolins de quatre mesos que no són diabètics, tot i que so(...TRUNCATED) |
[{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) | [{"identifier":1,"sentence":"\"\"\"\"\"\"\"ఇప్పుడు మావద్ద 4 నెలల (...TRUNCATED) |
[{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) | [{"identifier":1,"sentence":"„Wir haben jetzt 4 Monate alte Mäuse, die Diabetes hatten und jetzt (...TRUNCATED) |
[{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) | [{"identifier":1,"sentence":"„Vannak olyan négy hónapos egereink, melyek már nem cukorbetegek, (...TRUNCATED) |
[{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) | [{"identifier":1,"sentence":"\"We now have 4-month-old mice that are non-diabetic that used to be di(...TRUNCATED) |
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