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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 20 new columns ({'mfu', 'mean_nll', 'w_skip_tri', 'merges', 'w_skip_bi', 'bits_per_token', 'w_trigram', 'chars', 'w_bigram', 'token_accuracy', 'w_neural_phoneme', 'tok_per_s_cumulative', 'w_neural_word', 'top5_accuracy', 'bpb', 'tok_per_s_interval', 'prequential_ppl', 'w_freq', 'vocab_size', 'flops_per_token'}) and 2 missing columns ({'running_ppl', 'ts'}).
This happened while the csv dataset builder was generating data using
hf://datasets/icarus112/ce-checkpoints/eval-logs/pivot_fast_1782715713.csv (at revision 0a015a718721ef966fe2e9f1795de73f813b475b), ['hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/killtest_1782692655.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_fast_1782715713.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_fast_1782718336.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_fast_1782728334.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_fineweb_1782696101.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_fineweb_1782701257.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_heldout_1782710967.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/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/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/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
elapsed_s: null
phase: null
docs: null
tokens: null
chars: null
vocab_size: null
merges: null
tok_per_s_interval: null
tok_per_s_cumulative: null
prequential_ppl: null
mean_nll: null
bits_per_token: null
bpb: null
mfu: null
flops_per_token: null
token_accuracy: null
top5_accuracy: null
w_freq: null
w_bigram: null
w_trigram: null
w_skip_bi: null
w_skip_tri: null
w_neural_phoneme: null
w_neural_word: null
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3107
to
{'ts': Value('int64'), 'elapsed_s': Value('float64'), 'phase': Value('string'), 'docs': Value('int64'), 'running_ppl': Value('float64'), 'tokens': Value('int64')}
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 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
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 20 new columns ({'mfu', 'mean_nll', 'w_skip_tri', 'merges', 'w_skip_bi', 'bits_per_token', 'w_trigram', 'chars', 'w_bigram', 'token_accuracy', 'w_neural_phoneme', 'tok_per_s_cumulative', 'w_neural_word', 'top5_accuracy', 'bpb', 'tok_per_s_interval', 'prequential_ppl', 'w_freq', 'vocab_size', 'flops_per_token'}) and 2 missing columns ({'running_ppl', 'ts'}).
This happened while the csv dataset builder was generating data using
hf://datasets/icarus112/ce-checkpoints/eval-logs/pivot_fast_1782715713.csv (at revision 0a015a718721ef966fe2e9f1795de73f813b475b), ['hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/killtest_1782692655.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_fast_1782715713.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_fast_1782718336.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_fast_1782728334.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_fineweb_1782696101.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_fineweb_1782701257.csv', 'hf://datasets/icarus112/ce-checkpoints@0a015a718721ef966fe2e9f1795de73f813b475b/eval-logs/pivot_heldout_1782710967.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.
ts int64 | elapsed_s float64 | phase string | docs int64 | running_ppl float64 | tokens int64 |
|---|---|---|---|---|---|
1,782,692,809 | 110.4 | frozen | 2,000 | 13,664.8031 | 480,381 |
1,782,692,824 | 125.6 | frozen | 4,000 | 13,336.1601 | 956,977 |
1,782,692,838 | 139.6 | frozen | 6,000 | 13,490.6393 | 1,434,986 |
1,782,692,853 | 154.2 | frozen | 8,000 | 13,377.1997 | 1,911,837 |
1,782,692,866 | 167.6 | frozen | 10,000 | 13,462.8314 | 2,390,650 |
1,782,692,879 | 180.8 | frozen | 12,000 | 13,555.3178 | 2,868,969 |
1,782,692,892 | 193.8 | frozen | 14,000 | 13,476.5701 | 3,346,262 |
1,782,692,906 | 207.2 | frozen | 16,000 | 13,559.3132 | 3,826,155 |
1,782,692,919 | 221 | frozen | 18,000 | 13,535.7063 | 4,301,766 |
1,782,692,933 | 234.3 | frozen | 20,000 | 13,549.3275 | 4,777,777 |
1,782,692,934 | 235.8 | frozen | 20,000 | 13,549.3275 | 4,777,777 |
null | 3,986.235 | train | 90,000 | null | 48,136,565 |
null | 1,348.978 | train | 90,000 | null | 48,529,153 |
null | 26.55 | warmup | 200 | null | 104,412 |
null | 53.747 | warmup | 400 | null | 212,295 |
null | 80.836 | stream | 600 | null | 318,866 |
null | 108.413 | stream | 800 | null | 427,853 |
null | 135.777 | stream | 1,000 | null | 535,689 |
null | 163.211 | stream | 1,200 | null | 643,662 |
null | 190.745 | stream | 1,400 | null | 751,930 |
null | 217.858 | stream | 1,600 | null | 858,450 |
null | 245.357 | stream | 1,800 | null | 966,494 |
null | 272.656 | stream | 2,000 | null | 1,073,368 |
null | 299.871 | stream | 2,200 | null | 1,180,524 |
null | 326.582 | stream | 2,400 | null | 1,285,177 |
null | 353.959 | stream | 2,600 | null | 1,392,403 |
null | 380.959 | stream | 2,800 | null | 1,498,361 |
null | 408.203 | stream | 3,000 | null | 1,604,948 |
null | 436.216 | stream | 3,200 | null | 1,714,394 |
null | 464.321 | stream | 3,400 | null | 1,824,077 |
null | 491.562 | stream | 3,600 | null | 1,930,605 |
null | 519.147 | stream | 3,800 | null | 2,038,710 |
null | 546.443 | stream | 4,000 | null | 2,145,341 |
null | 573.998 | stream | 4,200 | null | 2,253,080 |
null | 601.17 | stream | 4,400 | null | 2,359,095 |
null | 628.472 | stream | 4,600 | null | 2,465,730 |
null | 655.922 | stream | 4,800 | null | 2,573,096 |
null | 683.177 | stream | 5,000 | null | 2,679,641 |
null | 711.2 | stream | 5,200 | null | 2,788,908 |
null | 738.954 | stream | 5,400 | null | 2,897,294 |
null | 766.789 | stream | 5,600 | null | 3,005,995 |
null | 793.445 | stream | 5,800 | null | 3,110,004 |
null | 821.267 | stream | 6,000 | null | 3,218,756 |
null | 848.409 | stream | 6,200 | null | 3,324,437 |
null | 875.827 | stream | 6,400 | null | 3,431,415 |
null | 903.396 | stream | 6,600 | null | 3,538,998 |
null | 930.003 | stream | 6,800 | null | 3,642,559 |
null | 957.316 | stream | 7,000 | null | 3,748,350 |
null | 984.635 | stream | 7,200 | null | 3,854,538 |
null | 1,011.483 | stream | 7,400 | null | 3,959,166 |
null | 1,039.304 | stream | 7,600 | null | 4,067,647 |
null | 1,066.603 | stream | 7,800 | null | 4,174,184 |
null | 1,094.49 | stream | 8,000 | null | 4,282,642 |
null | 1,122.425 | stream | 8,200 | null | 4,391,151 |
null | 1,149.717 | stream | 8,400 | null | 4,497,431 |
null | 1,176.66 | stream | 8,600 | null | 4,602,249 |
null | 1,204.479 | stream | 8,800 | null | 4,710,775 |
null | 1,231.748 | stream | 9,000 | null | 4,816,433 |
null | 1,258.812 | stream | 9,200 | null | 4,921,810 |
null | 1,286.26 | stream | 9,400 | null | 5,029,074 |
null | 1,314.325 | stream | 9,600 | null | 5,138,237 |
null | 1,341.875 | stream | 9,800 | null | 5,245,369 |
null | 1,369.505 | stream | 10,000 | null | 5,352,977 |
null | 1,396.682 | stream | 10,200 | null | 5,458,672 |
null | 1,423.872 | stream | 10,400 | null | 5,564,547 |
null | 1,451.526 | stream | 10,600 | null | 5,672,106 |
null | 1,477.848 | stream | 10,800 | null | 5,774,660 |
null | 1,504.458 | stream | 11,000 | null | 5,878,108 |
null | 1,531.618 | stream | 11,200 | null | 5,984,030 |
null | 1,559.078 | stream | 11,400 | null | 6,090,949 |
null | 1,585.908 | stream | 11,600 | null | 6,195,337 |
null | 1,612.747 | stream | 11,800 | null | 6,299,812 |
null | 1,639.789 | stream | 12,000 | null | 6,405,128 |
null | 1,667.404 | stream | 12,200 | null | 6,512,580 |
null | 1,695.317 | stream | 12,400 | null | 6,621,045 |
null | 1,722.651 | stream | 12,600 | null | 6,727,633 |
null | 1,749.822 | stream | 12,800 | null | 6,832,958 |
null | 1,777.229 | stream | 13,000 | null | 6,938,596 |
null | 1,804.393 | stream | 13,200 | null | 7,044,143 |
null | 1,832.471 | stream | 13,400 | null | 7,152,641 |
null | 1,860.025 | stream | 13,600 | null | 7,259,687 |
null | 1,887.244 | stream | 13,800 | null | 7,365,576 |
null | 1,914.384 | stream | 14,000 | null | 7,471,089 |
null | 1,941.915 | stream | 14,200 | null | 7,577,930 |
null | 1,969.367 | stream | 14,400 | null | 7,684,673 |
null | 1,996.765 | stream | 14,600 | null | 7,790,826 |
null | 2,023.796 | stream | 14,800 | null | 7,896,017 |
null | 2,051.744 | stream | 15,000 | null | 8,004,656 |
null | 2,079.307 | stream | 15,200 | null | 8,111,841 |
null | 2,106.649 | stream | 15,400 | null | 8,218,283 |
null | 2,134.763 | stream | 15,600 | null | 8,327,641 |
null | 2,162.201 | stream | 15,800 | null | 8,434,040 |
null | 2,189.397 | stream | 16,000 | null | 8,539,799 |
null | 2,217.718 | stream | 16,200 | null | 8,650,045 |
null | 2,245.713 | stream | 16,400 | null | 8,758,630 |
null | 2,273.625 | stream | 16,600 | null | 8,867,270 |
null | 2,301.66 | stream | 16,800 | null | 8,976,304 |
null | 2,329.689 | stream | 17,000 | null | 9,085,268 |
null | 2,357.817 | stream | 17,200 | null | 9,194,420 |
null | 2,385.636 | stream | 17,400 | null | 9,302,427 |
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