Datasets:

cozzyde
/

long-horizon-memorization

Tasks:
Text Generation
ArXiv:
Tags:
continual-learning
memorization
License:
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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 ({'text'}) and 6 missing columns ({'answer_aliases', 'query', 'answer', 'id', 'dataset', 'type'}).

This happened while the json dataset builder was generating data using

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'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_72/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_72/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_73/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_73/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_74/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_74/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_75/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_75/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_76/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_76/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_77/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_77/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_78/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_78/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_79/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_79/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_8/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_8/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_80/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_80/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_81/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_81/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_82/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_82/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_83/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_83/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_84/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_84/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_85/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_85/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_86/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_86/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_87/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_87/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_88/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_88/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_89/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_89/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_9/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_9/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_90/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_90/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_91/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_91/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_92/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_92/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_93/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_93/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_94/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_94/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_95/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_95/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_96/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_96/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_97/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_97/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_98/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_98/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_99/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_99/train_texts.json']

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 1848, 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 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              text: string
              to
              {'id': Value('string'), 'query': Value('string'), 'answer': Value('string'), 'answer_aliases': List(Value('string')), 'dataset': Value('string'), 'type': Value('string')}
              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 1694, 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 1850, 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 1 new columns ({'text'}) and 6 missing columns ({'answer_aliases', 'query', 'answer', 'id', 'dataset', 'type'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/cozzyde/long-horizon-memorization/real_qa/qwen3_4b_base/task_0/train_texts.json (at revision ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264), ['hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_0/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_0/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_1/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_1/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_10/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_10/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_11/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_11/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_12/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_12/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_13/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_13/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/real_qa/qwen3_4b_base/task_14/train_items.json', 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'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_79/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_79/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_8/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_8/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_80/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_80/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_81/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_81/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_82/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_82/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_83/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_83/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_84/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_84/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_85/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_85/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_86/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_86/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_87/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_87/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_88/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_88/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_89/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_89/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_9/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_9/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_90/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_90/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_91/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_91/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_92/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_92/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_93/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_93/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_94/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_94/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_95/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_95/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_96/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_96/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_97/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_97/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_98/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_98/train_texts.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_99/train_items.json', 'hf://datasets/cozzyde/long-horizon-memorization@ab5de3f6d987cd41dd19a02b8e1b02b5ffe8f264/synthetic_qa/symbol_qa/task_99/train_texts.json']
              
              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.
id string	query string	answer string	answer_aliases list	dataset string	type string
medmcqa::train::852001f5ec	A 9 year old girl presents with menarche. History reveals thelarche at the age of 7 years and adrenarche at the age of 8 years- the M/C cause of this condition in girls is:	Idiopathic	[]	medmcqa	mcqa
webquestions::train::18db1a2f0a	who plays meg in family guy?	Mila Kunis	[]	webquestions	factoid
arc_easy::train::ef3b3f2de7	What is involved in creating genetically modified bacteria?	using biotechnology techniques	[]	arc_easy	mcqa
nq_open::train::22c6511b27	who has taken hat-trick in both innings of a test match	Jimmy Matthews	[]	nq_open	factoid
sciq::train::cffe26d547	Name the fibrous joint in which two parallel bones are united to each other by fibrous connective tissue.	syndesmosis	[]	sciq	mcqa
openbookqa::train::0f12eaf749	Which of the following is likely to change an egg's shape and mass?	Dropping it from a building	[]	openbookqa	mcqa
nq_open::train::4c1e1fcb5a	when did the rams move to saint louis	April 12, 1995	[]	nq_open	factoid
webquestions::train::b347371d25	who is golfer dustin johnson dating?	Amanda Caulder	[]	webquestions	factoid
nq_open::train::1938078eb4	when did eastern and western roman empire split	AD 286	[]	nq_open	factoid
squad::train::efd98b18f3	What government official is responsible for nominating two members to the New Delhi Municipal Council?	Chief Minister of the NCT of Delhi	[]	squad	factoid
arc_challenge::train::5720c84c7a	A student adds water and detergent to a cup of soil. The mixture is shaken and allowed to settle. The student observes that silt particles stay suspended long after the other particles form layers at the bottom of the jar. The most likely explanation is that the silt particles are	less dense.	[]	arc_challenge	mcqa
triviaqa::train::bcf183d2da	Which British television chef created snail porridge?	Heston Blumenthal	[ "The Big Fat Duck Cookbook", "Heston blumental", "big fat duck cookbook" ]	triviaqa	factoid
medmcqa::train::7a90eef28d	Satellite lesions in the cornea may be seen in	Fungal corneal ulcer	[]	medmcqa	mcqa
nq_open::train::f8f227d448	who has won the most gold cups in soccer	Mexico	[]	nq_open	factoid
nq_open::train::1f8701425f	how old do you have to be to get a tattoo in west virginia	none specified	[]	nq_open	factoid
sciq::train::9938975683	What rod provides stiffness to counterbalance the pull of muscles?	notochord	[]	sciq	mcqa
nq_open::train::dd0a50ae4c	when did the first country adopted time zones	Great Britain	[]	nq_open	factoid
arc_easy::train::2e2d5daaa4	Which object used in an experiment can safely be recycled?	an aluminum can	[]	arc_easy	mcqa
nq_open::train::74368ca6d4	who has been elected next president of the united nations in first week of june 2018	María Fernanda Espinosa	[]	nq_open	factoid
popqa::train::baec1da3b2	What genre is Nine?	traditional music	[ "traditional folk music", "popular melody", "folk music", "music traditions", "musical folklore" ]	popqa	factoid
webquestions::train::8ca94811da	who founded the sisters of saint joseph?	Rachel	[]	webquestions	factoid
arc_challenge::train::c4e7ff5353	A student is looking at insects using a magnifying lens. What about the insects can best be seen with the magnifying lens?	type of eyes insects have	[]	arc_challenge	mcqa
nq_open::train::43824f81e2	when was the last time new york had a earthquake	2010	[]	nq_open	factoid
webquestions::train::29f4907db2	what is the main religion in eastern europe?	Zift	[]	webquestions	factoid
sciq::train::fd32904820	Which type of muscle fiber can sustain long contractions?	slow fibers	[]	sciq	mcqa
arc_easy::train::f2c5d1b51e	In the lab, students are working with substances that could cause burns. Which of these safety precautions is most important to follow?	Eye protection is worn.	[]	arc_easy	mcqa
squad::train::d80588dc72	What event caused the recognition to be universal?	socialist-inspired military coup	[]	squad	factoid
squad::train::1bea3188ba	Bon Jovi's 1995 album was called what?	These Days	[]	squad	factoid
medmcqa::train::ac5557692e	Type D personality has been recently found to be a risk factor for:	Coronary artery disease	[]	medmcqa	mcqa
medmcqa::train::0f8b72a369	A ranula is a	Cystic swelling in the floor of the mouth	[]	medmcqa	mcqa
medmcqa::train::c054c43445	Viruses causing hemorrhagic fever are-	Lassa fever virus	[]	medmcqa	mcqa
squad::train::ef3407fa68	What's the most recent generation of iPod Touch?	sixth	[]	squad	factoid
popqa::train::457f7257d8	What genre is 7B?	Russian rock	[ "rock music in Russia" ]	popqa	factoid
arc_challenge::train::82b97f42bd	In one of the steps of the carbon cycle, a person exhales a molecule of carbon dioxide (CO2) into the atmosphere. Which of the following is most likely to happen next to the atom of carbon in this molecule?	It may be used as part of a sugar in a plant.	[]	arc_challenge	mcqa
arc_challenge::train::4189c9da79	Which of the following best describes a change in Earth's atmosphere made by early photosynthetic life?	increased level of oxygen	[]	arc_challenge	mcqa
sciq::train::16968d70c0	When do end portions of two nonsister chromatids trade places?	at every crossover	[]	sciq	mcqa
triviaqa::train::62419fe474	Which English king abdicated and became Duke of Windsor?	Edward VIII	[ "Prince Edward, Duke of Windsor", "Edward VIII (Windsor)", "Edward VIII of Canada", "Edward viii of the united kingdom", "Edward Albert Christian George Andrew Patrick David Windsor", "Edward of Cornwall and York", "King Edward VIII", "Edward the Eighth", "Edward VIII of Great Britain", "Edward th...	triviaqa	factoid
popqa::train::faa5f99447	Who is the author of Cross My Heart and Hope to Spy?	Ally Carter	[ "Sarah Leigh Fogleman" ]	popqa	factoid
arc_easy::train::2ea01ae821	When a red bull (RR) is bred with a white cow (WW), a roan calf (RW) is sometimes produced. If a roan bull (RW) is bred with a roan cow (RW), what is the most likely outcome of the offspring?	1 red, 1 white, and 2 roan	[]	arc_easy	mcqa
webquestions::train::d68cf762cb	what did george v die of?	Euthanasia	[]	webquestions	factoid
squad::train::c0db30d3e4	What's the name of the the local league with "District" in its name?	Southampton and District Sunday Football League	[]	squad	factoid
popqa::train::a737d57580	Who was the screenwriter for Old School?	Todd Phillips	[ "Scot Armstrong" ]	popqa	factoid
squad::train::0fd328fa4e	What other parts of the society's needs did architecture fill?	religious and social needs	[]	squad	factoid
arc_challenge::train::c0e6634f48	The cellular membrane surrounds every human cell. The membrane protects the cell and transmits information about the cell's surroundings to organelles inside the cell. What organ system provides a similar function in the human body?	integumentary system	[]	arc_challenge	mcqa
triviaqa::train::3aac4d47b9	In which 2000 science fiction film did Kevin Bacon become invisible?	Hollow Man.	[ "Hollow Man (movie)", "Hollow Man", "Hollow Man (film)", "hollow man movie", "hollow man film" ]	triviaqa	factoid
webquestions::train::99db6e7b8d	what county is plymouth ia in?	Cerro Gordo County	[]	webquestions	factoid
triviaqa::train::a010bea9ad	What is the name of the female pie-maker in the 2007 film ‘Sweeney Todd: The Demon Barber of Fleet Street’?	Mrs Lovett	[ "Stella Rho", "Mrs. Lovett", "Nellie Lowett", "Sarah Lovett" ]	triviaqa	factoid
squad::train::712a253c57	When Malloy reached the end of his time as president how much annuals funding for research did Notre Dame have?	more than $70 million	[]	squad	factoid
triviaqa::train::6b94478809	In the US, National Ice Cream Day, the third Sunday in July, was designated by which President?	Ronald Reagan	[ "President Regan", "Ronald Reagan's Alzheimer's letter", "Ronald W Reagan", "40th President of the United States", "Reagan", "Reaganian", "Ronald Reagon", "Reagen", "Ronnie Reagan", "Public image of Ronald Reagan", "Ronald Reagan presidential campaign, 1976", "Reagan, Ronald", "Reagan, Ronal...	triviaqa	factoid
medmcqa::train::bb93e76117	Which of the following muscles has dual nerve supply:	Digastric	[]	medmcqa	mcqa
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ComposeCL Datasets

This repository contains the three 100-task memorization datasets from the paper Continual Learning Mechanisms Compose for Long-Horizon Memorization (arXiv: 2609.06986).
Project page: https://compose-cl.github.io/
Code: https://github.com/cozheyuanzhangde/compose-cl
Datasets

Dataset	Path	Tasks	Items/task	Construction
Symbol-QA	`data/synthetic_qa/symbol_qa`	100	100	random six-character keys mapped to random four-character values
LLM-QA	`data/synthetic_qa/llm_qa`	100	100	LLM-generated fictional facts, with task order shuffled using seed 0
Real-QA	`data/real_qa/qwen3_4b_base`	100	50	ten public QA sources, filtered against Qwen3-4B-Base and globally remixed
Training and evaluation use the same associations because the target quantity is memorization retention rather than held-out generalization. Answers are rendered as \boxed{answer} at load time. The stored JSON remains plain text.
The included Real-QA questions were filtered against Qwen/Qwen3-4B-Base and should be paired with that backbone when reproducing the paper.
Downloads last month: 30
Total file size:
14.7 MB
Paper for cozzyde/long-horizon-memorization

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published 10 days ago • 290