Datasets:

---

AliEdalat

/

reward_margins

like 0

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 ({'reward_diff', 'chosen_score', 'rejected_score', 'fused_reward', 'fusion_method'}) and 3 missing columns ({'reward', 'ppl_rejected', 'ppl_chosen'}).

This happened while the json dataset builder was generating data using

zip://metrics/hh_attention_fused_rewards.jsonl::/tmp/hf-datasets-cache/medium/datasets/94874631455789-config-parquet-and-info-AliEdalat-reward_margins-b01f1d72/hub/datasets--AliEdalat--reward_margins/snapshots/5bf0025de37db025ff456cdc9882ea035d0823a4/metrics.zip

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              chosen_score: double
              rejected_score: double
              reward_diff: double
              fused_reward: double
              fusion_method: string
              to
              {'ppl_chosen': List(Value('float64')), 'ppl_rejected': List(Value('float64')), 'reward': List(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 1456, 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 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 1833, 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 ({'reward_diff', 'chosen_score', 'rejected_score', 'fused_reward', 'fusion_method'}) and 3 missing columns ({'reward', 'ppl_rejected', 'ppl_chosen'}).
              
              This happened while the json dataset builder was generating data using
              
              zip://metrics/hh_attention_fused_rewards.jsonl::/tmp/hf-datasets-cache/medium/datasets/94874631455789-config-parquet-and-info-AliEdalat-reward_margins-b01f1d72/hub/datasets--AliEdalat--reward_margins/snapshots/5bf0025de37db025ff456cdc9882ea035d0823a4/metrics.zip
              
              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)