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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 15 new columns ({'checkpoint-400', 'checkpoint-500', 'checkpoint-650', 'checkpoint-700', 'checkpoint-200', 'checkpoint-100', 'checkpoint-250', 'checkpoint-50', 'checkpoint-150', 'checkpoint-300', 'checkpoint-550', 'checkpoint-711', 'checkpoint-600', 'checkpoint-450', 'checkpoint-350'}) and 1 missing columns ({'gsm8k_accuracy'}). This happened while the json dataset builder was generating data using hf://datasets/p11-p11/data_for_plots/checkpoint_results/gs8_dpo_last_checkpoint/gsm8_few_shot_evaluation_results_all_dpo.json (at revision d3a58bfff88feb86d0559e6ff61c03fab4ac3ec5) 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 1869, in _prepare_split_single writer.write_table(table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 580, 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 2292, in table_cast return cast_table_to_schema(table, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema raise CastError( datasets.table.CastError: Couldn't cast checkpoint-50: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-100: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-150: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-200: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-250: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-300: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-350: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-400: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-450: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-500: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-550: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-600: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-650: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-700: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double checkpoint-711: struct<gsm8k_accuracy: double> child 0, gsm8k_accuracy: double to {'gsm8k_accuracy': Value(dtype='float64', 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 1392, 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 1041, in convert_to_parquet builder.download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare self._download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 999, 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 1740, 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 1871, 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 15 new columns ({'checkpoint-400', 'checkpoint-500', 'checkpoint-650', 'checkpoint-700', 'checkpoint-200', 'checkpoint-100', 'checkpoint-250', 'checkpoint-50', 'checkpoint-150', 'checkpoint-300', 'checkpoint-550', 'checkpoint-711', 'checkpoint-600', 'checkpoint-450', 'checkpoint-350'}) and 1 missing columns ({'gsm8k_accuracy'}). This happened while the json dataset builder was generating data using hf://datasets/p11-p11/data_for_plots/checkpoint_results/gs8_dpo_last_checkpoint/gsm8_few_shot_evaluation_results_all_dpo.json (at revision d3a58bfff88feb86d0559e6ff61c03fab4ac3ec5) 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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gsm8k_accuracy
float64 |
---|
0.201668 |
0.249431 |
0.296437 |
0.301744 |
0.286581 |
0.322972 |
0.321456 |
0.310842 |
0.31539 |
0.166793 |
0.318423 |
0.310083 |
0.313116 |
0.313874 |
0.313116 |
null |
0.291888 |
0.319181 |
0.409401 |
0.408643 |
0.409401 |
0.406368 |
0.409401 |
0.410159 |
0.410159 |
0.240334 |
0.413192 |
0.410159 |
0.410917 |
0.410917 |
0.412434 |
null |
0.492039 |
0 |
0.14329 |
0.145565 |
0.14329 |
0.12282 |
0.15163 |
0.161486 |
0.124337 |
0.119788 |
0.141016 |
0.162244 |
0.000758 |
0.174375 |
0.145565 |
0.152388 |
0.176649 |
0.172858 |
0.176649 |
0.173616 |
0.173616 |
0.009098 |
0.02047 |
0.073541 |
0.088704 |
0.09022 |
0.078089 |
0.107657 |
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null |
null |
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