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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 5 new columns ({'mode', 'eval_backend', 'ppl', 'sparsity', 'mean_nll'}) and 10 missing columns ({'down', 'q', 'up', 'Effective Sparsity', 'k', 'o', 'Baseline Error', 'gate', 'v', 'Activation Error'}).

This happened while the csv dataset builder was generating data using

hf://datasets/zhan1993/teal_threshold/Llama-3.2-3B-Instruct-Pissa-256-PP-50/ablation/sparsity_vs_ppl_greedy_1024.csv (at revision 6c457b2b05fd296e45181b925c9561fd2575e1f7), ['hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-0/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-1/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-10/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-11/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-12/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-13/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-14/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-15/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-16/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-17/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-18/results.csv', 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'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-24/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-25/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-26/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-27/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-3/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-4/results.csv', 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'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-12/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-13/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-14/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-15/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-16/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-17/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-18/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-19/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-2/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-20/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-21/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-22/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-23/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-24/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-25/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-26/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-27/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-3/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-4/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-5/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-6/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-7/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-8/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-64-PP-50/lookup/layer-9/results.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/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              sparsity: double
              ppl: double
              mean_nll: double
              mode: string
              eval_backend: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 832
              to
              {'Effective Sparsity': Value('float64'), 'Activation Error': Value('float64'), 'Baseline Error': Value('float64'), 'q': Value('float64'), 'k': Value('float64'), 'v': Value('float64'), 'o': Value('float64'), 'gate': Value('float64'), 'up': Value('float64'), 'down': 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 1342, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, 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 5 new columns ({'mode', 'eval_backend', 'ppl', 'sparsity', 'mean_nll'}) and 10 missing columns ({'down', 'q', 'up', 'Effective Sparsity', 'k', 'o', 'Baseline Error', 'gate', 'v', 'Activation Error'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/zhan1993/teal_threshold/Llama-3.2-3B-Instruct-Pissa-256-PP-50/ablation/sparsity_vs_ppl_greedy_1024.csv (at revision 6c457b2b05fd296e45181b925c9561fd2575e1f7), ['hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-0/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-1/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-10/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-11/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-12/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-13/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-14/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-15/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-16/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-17/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-18/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-19/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-2/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-20/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-21/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-22/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-23/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-24/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-25/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-26/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-27/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-3/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-4/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-5/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-6/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-7/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-8/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1-PP-50/lookup/layer-9/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-0/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-1/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-10/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-11/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-12/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-13/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-14/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-15/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-16/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-17/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-18/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-19/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-2/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-20/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-21/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-22/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-23/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-24/results.csv', 'hf://datasets/zhan1993/teal_threshold@6c457b2b05fd296e45181b925c9561fd2575e1f7/Llama-3.2-3B-Instruct-Pissa-1024-PP-50/lookup/layer-25/results.csv', 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              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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