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olmes-helmet-fixed-v2

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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
text: string
intent: int64
context: string
question: string
answer: string
prompt_template: string
user_template: string
system_template: string
_row_index: int64
_task_name: string
_dataset: string
label: int64
to
{'text': Value('string'), 'label': Value('int64'), 'context': Value('string'), 'question': Value('string'), 'answer': Value('string'), 'prompt_template': Value('string'), 'user_template': Value('string'), 'system_template': Value('string'), '_row_index': Value('int64'), '_task_name': Value('string'), '_dataset': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 611, in wrapped
                  for item in generator(*args, **kwargs):
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 310, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 130, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              text: string
              intent: int64
              context: string
              question: string
              answer: string
              prompt_template: string
              user_template: string
              system_template: string
              _row_index: int64
              _task_name: string
              _dataset: string
              label: int64
              to
              {'text': Value('string'), 'label': Value('int64'), 'context': Value('string'), 'question': Value('string'), 'answer': Value('string'), 'prompt_template': Value('string'), 'user_template': Value('string'), 'system_template': Value('string'), '_row_index': Value('int64'), '_task_name': Value('string'), '_dataset': Value('string')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1361, 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 940, 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 1683, 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 1869, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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text
string
label
int64
context
string
question
string
answer
string
prompt_template
string
user_template
string
system_template
string
_row_index
int64
_task_name
string
_dataset
string
I am having difficulties to verify my identity.
68
There has been an unusual withdrawal from my account, can you help? label: 42 I did a transfer and was charged a fee that should not have been charged! label: 23 Will you guys do Visa or Mastercard? label: 8 My card was declined at a restaurant today and I don't know what the problem is. label: 16 Is there a functi...
I am having difficulties to verify my identity.
18
Use the provided mapping from the text to label to assign a label to the text. Only output "label: {{label}}" and nothing else. {context} {question} label:
Use the provided mapping from the text to label to assign a label to the text. Only output "label: {{label}}" and nothing else. {context} {question}
label:
0
047_icl_short_icl_banking77_1450shot_balance_hf_in32768_shots0_size500
icl_banking77_1450shot_balance
I was charged a fee for my transfer.
64
"Earlier today I took money out the ATM. After checking the app the amount is so much higher than th(...TRUNCATED)
I was charged a fee for my transfer.
16
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
label:
1
047_icl_short_icl_banking77_1450shot_balance_hf_in32768_shots0_size500
icl_banking77_1450shot_balance
Do you guys accept mastercard or visa?
73
"Will you be able to exchange to EUR?\nlabel: 35\n\nExplain why I can't do a transfer to an account.(...TRUNCATED)
Do you guys accept mastercard or visa?
40
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
label:
2
047_icl_short_icl_banking77_1450shot_balance_hf_in32768_shots0_size500
icl_banking77_1450shot_balance
When I top up what are the amoutn limits.
60
"Where is the money that I transferred.\nlabel: 26\n\nI thought crypto top up with something you off(...TRUNCATED)
When I top up what are the amoutn limits.
75
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
label:
3
047_icl_short_icl_banking77_1450shot_balance_hf_in32768_shots0_size500
icl_banking77_1450shot_balance
How do I become aware of where my funds come from?
70
"There is not a refund in my statement.\nlabel: 45\n\nCan I do more than 10 transactions with a disp(...TRUNCATED)
How do I become aware of where my funds come from?
44
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
label:
4
047_icl_short_icl_banking77_1450shot_balance_hf_in32768_shots0_size500
icl_banking77_1450shot_balance
Can my children have their own account?
1
"Is it possible for me to top up with cash?\nlabel: 74\n\nWhy is my top-up showing as reverted?\nlab(...TRUNCATED)
Can my children have their own account?
14
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
label:
5
047_icl_short_icl_banking77_1450shot_balance_hf_in32768_shots0_size500
icl_banking77_1450shot_balance
I ordered a card but it has not arrived. Help please!
11
"can i create my own pin right away\nlabel: 73\n\nI would like more physical cards\nlabel: 34\n\nWhy(...TRUNCATED)
I ordered a card but it has not arrived. Help please!
30
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
label:
6
047_icl_short_icl_banking77_1450shot_balance_hf_in32768_shots0_size500
icl_banking77_1450shot_balance
Let me know the steps for the identity checks
69
"The transfer keeps failing - I tried to transfer some money to friends this morning but it keeps ge(...TRUNCATED)
Let me know the steps for the identity checks
32
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
label:
7
047_icl_short_icl_banking77_1450shot_balance_hf_in32768_shots0_size500
icl_banking77_1450shot_balance
can i top up with apple pay
2
"I received a \"declined\" message when doing a transfer\nlabel: 54\n\nIf I need delivery on a certa(...TRUNCATED)
can i top up with apple pay
57
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
label:
8
047_icl_short_icl_banking77_1450shot_balance_hf_in32768_shots0_size500
icl_banking77_1450shot_balance
My card won't work.
14
"I've got to have one of those virtual cards.\nlabel: 40\n\nI transferred money, but I think I've be(...TRUNCATED)
My card won't work.
44
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
"Use the provided mapping from the text to label to assign a label to the text. Only output \"label:(...TRUNCATED)
label:
9
047_icl_short_icl_banking77_1450shot_balance_hf_in32768_shots0_size500
icl_banking77_1450shot_balance
End of preview.

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

OLMES HELMET Fixed Datasets

Generated from benchmark/HELMET_olmes/dataset_backup/tasks and the benchmark/visualization review outputs.

Policy:

  • confirmed rerank qrel bugs are repaired;
  • deterministic QA replacements are rewritten when supported by context;
  • confirmed QA/ICL bugs without a deterministic replacement are dropped;
  • pending QA rows marked needs_fix are dropped;
  • tokenization-only QA answer surfaces are canonicalized.

These JSONL files are processed OLMES task datasets and can be uploaded directly as a complete fixed dataset snapshot.

Totals:

  • datasets: 32
  • source rows: 13692
  • output rows: 13657
  • dropped rows: 35
  • modified rows: 142
fixed task rows source rows changed dropped
kilt_nq_fixed__8192 600 600 18 0
kilt_nq_fixed__16384 600 600 18 0
kilt_nq_fixed__32768 600 600 18 0
kilt_nq_fixed__65536 600 600 18 0
kilt_triviaqa_fixed__8192 600 600 6 0
kilt_triviaqa_fixed__16384 600 600 6 0
kilt_triviaqa_fixed__32768 600 600 6 0
kilt_triviaqa_fixed__65536 600 600 6 0
msmarco_rerank_psg_fixed__8192 123 123 8 0
msmarco_rerank_psg_fixed__16384 123 123 12 0
msmarco_rerank_psg_fixed__32768 123 123 12 0
msmarco_rerank_psg_fixed__65536 123 123 14 0
icl_trec_fine_400shot_balance_fixed__8192 498 500 0 2
icl_trec_fine_800shot_balance_fixed__16384 498 500 0 2
icl_trec_fine_1600shot_balance_fixed__32768 496 500 0 4
icl_trec_fine_3200shot_balance_fixed__65536 497 500 0 3
icl_banking77_360shot_balance_fixed__8192 493 500 0 7
icl_banking77_720shot_balance_fixed__16384 498 500 0 2
icl_banking77_1450shot_balance_fixed__32768 498 500 0 2
icl_banking77_2900shot_balance_fixed__65536 499 500 0 1
icl_clinic150_440shot_balance_fixed__8192 500 500 0 0
icl_clinic150_880shot_balance_fixed__16384 500 500 0 0
icl_clinic150_1750shot_balance_fixed__32768 500 500 0 0
icl_clinic150_3525shot_balance_fixed__65536 499 500 0 1
icl_nlu_510shot_balance_fixed__8192 499 500 0 1
icl_nlu_1020shot_balance_fixed__16384 499 500 0 1
icl_nlu_2040shot_balance_fixed__32768 500 500 0 0
icl_nlu_4080shot_balance_fixed__65536 499 500 0 1
ruler_qa_2_fixed__8192 98 100 0 2
ruler_qa_2_fixed__16384 98 100 0 2
ruler_qa_2_fixed__32768 98 100 0 2
ruler_qa_2_fixed__65536 98 100 0 2
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