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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type list<item: string> to string
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 299, 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 128, 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 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2255, in cast_table_to_schema
cast_array_to_feature(
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1804, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2095, in cast_array_to_feature
return array_cast(
^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1806, in wrapper
return func(array, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1959, in array_cast
raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
TypeError: Couldn't cast array of type list<item: string> to string
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 1347, 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 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
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 1832, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed 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 | model string | condition string | eval_seed int64 | prompt_sha string | few_shot_hash string | input string | output string | ground_truth string | input_tokens int64 | output_tokens int64 | reasoning_tokens int64 | latency_ms float64 | ttft_ms float64 | avg_logprob float64 | timestamp string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
banking77_test_0226 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What exchange rates do you offer? | exchange_rate | exchange_rate | 668 | 3 | 0 | 225.873947 | 177.575111 | 0 | 2026-05-21T22:15:12.584980Z |
banking77_test_0309 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Someone stole my card. I need to report it stolen. I made a police report already, but how do I report it with you? | lost_or_stolen_card | lost_or_stolen_card | 689 | 6 | 0 | 254.782677 | 118.433237 | 0 | 2026-05-21T22:15:12.613571Z |
banking77_test_0308 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | The top-up verification code is missing | verify_top_up | verify_top_up | 668 | 4 | 0 | 258.962154 | 177.356958 | -0 | 2026-05-21T22:15:12.618421Z |
banking77_test_0225 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Why are fees charged on cash withdrawals? I went to withdraw some money earlier today after shopping. There's a fee that wasn't there before. | cash_withdrawal_charge | cash_withdrawal_charge | 690 | 6 | 0 | 265.950441 | 119.193316 | 0 | 2026-05-21T22:15:12.624034Z |
banking77_test_0227 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | How do I add a card to the app? | card_linking | card_linking | 671 | 4 | 0 | 128.104448 | 86.696863 | 0 | 2026-05-21T22:15:12.720769Z |
banking77_test_0307 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Where can I find the card PIN? | card_linking | get_physical_card | 669 | 4 | 0 | 220.210791 | 137.949944 | -0.000986 | 2026-05-21T22:15:12.843290Z |
banking77_test_0306 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Can you tell me if my pop-up went through? | pending_card_payment | top_up_failed | 672 | 4 | 0 | 221.074581 | 133.154869 | -0.03855 | 2026-05-21T22:15:12.849097Z |
banking77_test_0229 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What is the difference between standard and express delivery? | card_delivery_estimate | card_delivery_estimate | 671 | 4 | 0 | 164.997816 | 91.90774 | 0 | 2026-05-21T22:15:12.890711Z |
banking77_test_0228 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | The rate for a currency exchange was wrong when I bought something. | wrong_exchange_rate_for_cash_withdrawal | card_payment_wrong_exchange_rate | 674 | 9 | 0 | 352.204323 | 137.474298 | -0 | 2026-05-21T22:15:12.975812Z |
banking77_test_0305 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Hello- It is urgent I get a refund on this product. The merchant has not been helpful, what can I do now to get this resolved ASAP? | request_refund | request_refund | 692 | 4 | 0 | 202.920675 | 127.416849 | 0 | 2026-05-21T22:15:13.051207Z |
banking77_test_0230 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Topping up my card is not working because I believe the top up is pending | pending_top_up | pending_top_up | 677 | 4 | 0 | 202.377558 | 127.235651 | -0.000138 | 2026-05-21T22:15:13.055944Z |
banking77_test_0304 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | My card suddenly quit working. | card_not_working | card_not_working | 667 | 4 | 0 | 165.309906 | 85.794926 | 0 | 2026-05-21T22:15:13.105951Z |
banking77_test_0231 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What methods can I use to top up my account? | top_up_by_card_charge | top_up_by_cash_or_cheque | 672 | 6 | 0 | 244.99464 | 116.354942 | -0.121973 | 2026-05-21T22:15:13.225845Z |
banking77_test_0232 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I believed crypto top up with something you offered. This does not seem to be working. The money has been removed from my account though so what's going on? | top_up_failed | top_up_reverted | 694 | 4 | 0 | 188.164949 | 107.469082 | -0.004727 | 2026-05-21T22:15:13.249585Z |
banking77_test_0360 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Can I receive my salary in a currency other than what it is deposited in? | exchange_rate | receiving_money | 677 | 3 | 0 | 162.447691 | 119.925737 | -0.185679 | 2026-05-21T22:15:13.273276Z |
banking77_test_0303 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I made a withdrawal from my account but it has not posted? | pending_cash_withdrawal | pending_cash_withdrawal | 674 | 6 | 0 | 235.799313 | 107.667208 | -0.000072 | 2026-05-21T22:15:13.296857Z |
banking77_test_0233 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | How do I change my information? | edit_personal_details | edit_personal_details | 668 | 4 | 0 | 189.66341 | 91.068506 | 0 | 2026-05-21T22:15:13.420519Z |
banking77_test_0362 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Will it cost more money if my currency needs to be exchanged? | exchange_charge | exchange_charge | 674 | 3 | 0 | 171.71073 | 99.169016 | -0.000006 | 2026-05-21T22:15:13.426477Z |
banking77_test_0234 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What are my remedies if I think I was charged twice for the same expense? | transaction_charged_twice | transaction_charged_twice | 677 | 6 | 0 | 239.168406 | 108.175755 | -0 | 2026-05-21T22:15:13.517908Z |
banking77_test_0361 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | It appears that I am being double charged for some items that I have purchased this past week. Please review and correct. | transaction_charged_twice | transaction_charged_twice | 686 | 6 | 0 | 246.138096 | 116.40501 | 0 | 2026-05-21T22:15:13.550148Z |
banking77_test_0366 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What do I have to do to get a Visa credit card? | get_physical_card | visa_or_mastercard | 674 | 4 | 0 | 195.021629 | 123.645306 | -0.000332 | 2026-05-21T22:15:13.626132Z |
banking77_test_0235 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What cards and currencies will suffice? | supported_cards_and_currencies | supported_cards_and_currencies | 668 | 6 | 0 | 234.064817 | 96.580267 | 0 | 2026-05-21T22:15:13.660104Z |
banking77_test_0236 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What are the charges for receiving money? | exchange_charge | top_up_by_bank_transfer_charge | 669 | 3 | 0 | 141.742945 | 78.794003 | -0.001805 | 2026-05-21T22:15:13.664405Z |
banking77_test_0365 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | How long does a transfer take to be confirmed? | transfer_timing | pending_transfer | 671 | 3 | 0 | 151.313066 | 105.067253 | 0 | 2026-05-21T22:15:13.706084Z |
banking77_test_0237 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | my daughter needs a card, how do i add her? | edit_personal_details | getting_spare_card | 673 | 4 | 0 | 191.197157 | 102.165461 | -0.000015 | 2026-05-21T22:15:13.824186Z |
banking77_test_0363 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I couldn't do a transfer to an account | declined_transfer | beneficiary_not_allowed | 670 | 4 | 0 | 159.106016 | 89.117765 | -0.005687 | 2026-05-21T22:15:13.869976Z |
banking77_test_0238 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | lost phone, can i still access account? | lost_or_stolen_phone | lost_or_stolen_phone | 670 | 6 | 0 | 257.381201 | 130.379677 | 0 | 2026-05-21T22:15:13.927118Z |
banking77_test_0364 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Where is my deposit? | balance_not_updated_after_cheque_or_cash_deposit | balance_not_updated_after_cheque_or_cash_deposit | 666 | 10 | 0 | 369.791508 | 130.776167 | -0.000005 | 2026-05-21T22:15:14.039079Z |
banking77_test_0239 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I have a 1 euro fee on my statement. | extra_charge_on_statement | extra_charge_on_statement | 672 | 5 | 0 | 215.909481 | 103.187323 | -0.000111 | 2026-05-21T22:15:14.044975Z |
banking77_test_0368 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I need information about an extra €1 fee in my statement. | extra_charge_on_statement | extra_charge_on_statement | 674 | 5 | 0 | 209.542513 | 107.450962 | 0 | 2026-05-21T22:15:14.084469Z |
banking77_test_0240 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | How do I convert currencies with the app? | exchange_via_app | exchange_via_app | 670 | 4 | 0 | 176.023006 | 112.070322 | -0 | 2026-05-21T22:15:14.108326Z |
banking77_test_0367 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Why isn't the transfer on my account showing up? | pending_transfer | balance_not_updated_after_bank_transfer | 672 | 3 | 0 | 156.456947 | 90.412378 | -0.099431 | 2026-05-21T22:15:14.200961Z |
banking77_test_0241 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | How do I show this stupid system that this is really my identity? | verify_my_identity | unable_to_verify_identity | 675 | 4 | 0 | 207.988262 | 117.771149 | -0.000376 | 2026-05-21T22:15:14.257370Z |
banking77_test_0370 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Are there any limits to how many disposable cards I can use? | disposable_card_limits | disposable_card_limits | 674 | 5 | 0 | 224.82276 | 110.954523 | -0 | 2026-05-21T22:15:14.314456Z |
banking77_test_0242 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I have been waiting longer than expected for my bank card, could you provide information on when it will arrive? | card_delivery_estimate | card_arrival | 683 | 4 | 0 | 205.371141 | 120.066881 | -0.004538 | 2026-05-21T22:15:14.318242Z |
banking77_test_0369 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I used the wrong ping too many times and now the account is blocked. How do I unblock? | pin_blocked | pin_blocked | 683 | 3 | 0 | 152.749777 | 83.488226 | -0.000003 | 2026-05-21T22:15:14.359082Z |
banking77_test_0243 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Why couldn't I complete a transfer? | declined_transfer | failed_transfer | 669 | 4 | 0 | 151.688814 | 101.856232 | -0.000797 | 2026-05-21T22:15:14.412753Z |
banking77_test_0244 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I need to edit the personal details section of my account | edit_personal_details | edit_personal_details | 672 | 4 | 0 | 211.084366 | 131.406546 | 0 | 2026-05-21T22:15:14.533624Z |
banking77_test_0373 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Can I get a copy of the card by email? | get_physical_card | getting_virtual_card | 672 | 4 | 0 | 175.374985 | 91.026545 | -0.01721 | 2026-05-21T22:15:14.538350Z |
banking77_test_0374 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What cards and currencies do you support? | supported_cards_and_currencies | supported_cards_and_currencies | 669 | 6 | 0 | 257.346869 | 90.363026 | 0 | 2026-05-21T22:15:14.579524Z |
banking77_test_0245 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I do not remember the code, what should I do? | passcode_forgotten | passcode_forgotten | 673 | 6 | 0 | 209.267139 | 93.367815 | -0.000021 | 2026-05-21T22:15:14.625502Z |
banking77_test_0372 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Is a non-electronic card available as well | get_physical_card | order_physical_card | 670 | 4 | 0 | 213.92417 | 123.905659 | -0.001906 | 2026-05-21T22:15:14.756139Z |
banking77_test_0246 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Hello, I am facing the issue with my new card as payments are declining again and again. Please help me in this issue. | card_not_working | declined_card_payment | 687 | 4 | 0 | 220.802307 | 123.677731 | -0.119539 | 2026-05-21T22:15:14.763381Z |
banking77_test_0247 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I made a transaction and it is taking a very long time to go through. | pending_transfer | transfer_not_received_by_recipient | 677 | 3 | 0 | 175.644398 | 102.386236 | -0.033406 | 2026-05-21T22:15:14.805288Z |
banking77_test_0371 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I recently got a new place while I'm staying abroad and have been using this account to manage payments, but suddenly I am seeing fees increase. Where are these additional fees coming from? | verify_source_of_funds | transfer_fee_charged | 698 | 6 | 0 | 243.718147 | 113.385916 | -0.000193 | 2026-05-21T22:15:14.829740Z |
banking77_test_0380 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | From where are you getting your exchange rates? | exchange_rate | exchange_rate | 670 | 3 | 0 | 141.480446 | 83.279848 | 0 | 2026-05-21T22:15:14.909553Z |
banking77_test_0248 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Why wasn't I able to transfer to another account? | declined_transfer | beneficiary_not_allowed | 672 | 4 | 0 | 224.999189 | 146.076202 | -0.000057 | 2026-05-21T22:15:14.993443Z |
banking77_test_0379 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Do all ATMs take this card? | card_acceptance | atm_support | 669 | 4 | 0 | 189.577341 | 104.977846 | 0 | 2026-05-21T22:15:14.999186Z |
banking77_test_0249 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Why did I need to verfiy my identity? | why_verify_identity | why_verify_identity | 672 | 4 | 0 | 200.184822 | 108.065367 | -0 | 2026-05-21T22:15:15.034406Z |
banking77_test_0378 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I need a new PIN. | change_pin | change_pin | 667 | 3 | 0 | 125.257492 | 83.954334 | 0 | 2026-05-21T22:15:15.039881Z |
banking77_test_0250 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | My transfer got declined. | declined_transfer | declined_transfer | 666 | 4 | 0 | 155.092478 | 77.620983 | -0 | 2026-05-21T22:15:15.153822Z |
banking77_test_0376 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | app doesnt think its me | unable_to_verify_identity | unable_to_verify_identity | 666 | 5 | 0 | 211.426258 | 114.69841 | -0 | 2026-05-21T22:15:15.255702Z |
banking77_test_0377 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Do you offer multiple cards for the same account? | getting_spare_card | getting_spare_card | 671 | 5 | 0 | 254.861832 | 153.089523 | -0.000637 | 2026-05-21T22:15:15.261310Z |
banking77_test_0251 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | My card is gone I think it was stolen | lost_or_stolen_card | lost_or_stolen_card | 670 | 6 | 0 | 257.573605 | 114.660501 | 0 | 2026-05-21T22:15:15.296736Z |
banking77_test_0252 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What do I do if the ATM ate my card? | card_swallowed | card_swallowed | 672 | 4 | 0 | 165.160894 | 101.620913 | -0.000003 | 2026-05-21T22:15:15.324239Z |
banking77_test_0254 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | How can I unblock a blocked pin number for my account? | change_pin | pin_blocked | 674 | 3 | 0 | 156.519175 | 109.091282 | -0 | 2026-05-21T22:15:15.485496Z |
banking77_test_0357 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | There's a direct debit I wish to dispute | disposable_card_limits | direct_debit_payment_not_recognised | 670 | 5 | 0 | 207.210779 | 102.18668 | -0.000603 | 2026-05-21T22:15:15.510257Z |
banking77_test_0375 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Why was I declined getting cash? | declined_cash_withdrawal | declined_cash_withdrawal | 668 | 7 | 0 | 254.978895 | 90.956211 | -0 | 2026-05-21T22:15:15.515813Z |
banking77_test_0253 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Is cash good to top up with? | top_up_by_cash_or_cheque | top_up_by_cash_or_cheque | 669 | 8 | 0 | 294.121265 | 111.327887 | 0 | 2026-05-21T22:15:15.560081Z |
banking77_test_0358 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I don't find your services useful anymore, how do I delete my account? | terminate_account | terminate_account | 677 | 3 | 0 | 161.423683 | 96.218586 | 0 | 2026-05-21T22:15:15.652156Z |
banking77_test_0255 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I want to withdraw money, where can I go? | atm_support | atm_support | 672 | 4 | 0 | 211.328983 | 131.279945 | -0.000086 | 2026-05-21T22:15:15.732118Z |
banking77_test_0359 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | My American Express is in my Apple Pay and the top up is failing, why? | top_up_by_card_charge | apple_pay_or_google_pay | 678 | 6 | 0 | 259.816647 | 136.831284 | -0.000013 | 2026-05-21T22:15:15.781024Z |
banking77_test_0256 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Tell me which cards and what currency is supported. | supported_cards_and_currencies | supported_cards_and_currencies | 671 | 6 | 0 | 242.099285 | 122.253895 | 0 | 2026-05-21T22:15:15.806568Z |
banking77_test_0310 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | How do I accept exchanges to EU? | exchange_via_app | fiat_currency_support | 669 | 4 | 0 | 172.712088 | 100.173235 | -0.007621 | 2026-05-21T22:15:15.830833Z |
banking77_test_0257 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Why did a transfer get declined? | declined_transfer | declined_transfer | 668 | 4 | 0 | 177.361727 | 92.835665 | -0 | 2026-05-21T22:15:15.915249Z |
banking77_test_0329 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Is my pending cash withdrawal processed? | pending_cash_withdrawal | pending_cash_withdrawal | 668 | 6 | 0 | 234.609842 | 93.491793 | 0 | 2026-05-21T22:15:16.022103Z |
banking77_test_0322 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Can I transfer money to my credit card? | transfer_into_account | topping_up_by_card | 670 | 4 | 0 | 192.274809 | 106.636763 | -0.000001 | 2026-05-21T22:15:16.027351Z |
banking77_test_0258 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I just got $20 when I tried to get $100 | wrong_amount_of_cash_received | wrong_amount_of_cash_received | 676 | 6 | 0 | 258.19087 | 109.272003 | 0 | 2026-05-21T22:15:16.069847Z |
banking77_test_0259 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I need my card to come as soon as possible. | card_delivery_estimate | card_delivery_estimate | 672 | 4 | 0 | 171.823502 | 101.028204 | -0.00102 | 2026-05-21T22:15:16.092790Z |
banking77_test_0323 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Help me locate the nearest ATM. | atm_support | atm_support | 668 | 4 | 0 | 180.229425 | 91.092825 | 0 | 2026-05-21T22:15:16.212436Z |
banking77_test_0260 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Could you explain why my top-up has gone through yet? | pending_top_up | pending_top_up | 673 | 4 | 0 | 184.73196 | 90.799332 | -0 | 2026-05-21T22:15:16.217315Z |
banking77_test_0261 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I got topped up but the application reverted it. | top_up_reverted | top_up_reverted | 671 | 5 | 0 | 183.459282 | 91.139793 | 0 | 2026-05-21T22:15:16.280692Z |
banking77_test_0324 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I bought something and the money appeared back into my account? Why? | transaction_charged_twice | reverted_card_payment? | 675 | 6 | 0 | 230.855703 | 114.165783 | -0.003259 | 2026-05-21T22:15:16.305288Z |
banking77_test_0325 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | How can I get my card out of the damn ATM? | card_swallowed | card_swallowed | 673 | 4 | 0 | 209.581375 | 122.11132 | -0.000086 | 2026-05-21T22:15:16.432296Z |
banking77_test_0262 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Please explain to me the circumstances in which my card payment would be reverted? | reverted_card_payment? | reverted_card_payment? | 676 | 6 | 0 | 256.004095 | 121.81139 | -0.000211 | 2026-05-21T22:15:16.479091Z |
banking77_test_0326 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I understand that this is extremely late. After going over my transactions for the last couple of months I noticed a large charge that I'm sure I did not make. Is there anyway I can still dispute this? | transaction_charged_twice | direct_debit_payment_not_recognised | 703 | 6 | 0 | 243.508816 | 121.900082 | -0.07096 | 2026-05-21T22:15:16.529795Z |
banking77_test_0263 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | The person I sent money to hasn't gotten it yet! | transfer_not_received_by_recipient | transfer_not_received_by_recipient | 673 | 7 | 0 | 244.210243 | 98.747492 | -0 | 2026-05-21T22:15:16.553844Z |
banking77_test_0327 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What is the source of my available funds? | verify_source_of_funds | verify_source_of_funds | 670 | 6 | 0 | 229.505777 | 97.272873 | 0 | 2026-05-21T22:15:16.667044Z |
banking77_test_0264 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Is there a way to transfer funds directly from my card? | transfer_into_account | topping_up_by_card | 673 | 4 | 0 | 189.213276 | 101.061344 | -0.001679 | 2026-05-21T22:15:16.673058Z |
banking77_test_0265 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Do I have to pay for exchanging currencies? | exchange_charge | exchange_charge | 670 | 3 | 0 | 150.0144 | 84.2309 | 0 | 2026-05-21T22:15:16.708894Z |
banking77_test_0328 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What do I do when my card expires? | card_about_to_expire | card_about_to_expire | 670 | 5 | 0 | 202.425718 | 107.975245 | -0 | 2026-05-21T22:15:16.737328Z |
banking77_test_0267 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Can I get a card despite the fact I'm not in the UK? | country_support | country_support | 676 | 3 | 0 | 158.046484 | 109.922409 | -0.00005 | 2026-05-21T22:15:16.900096Z |
banking77_test_0313 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Why is my withdrawal still pending? | pending_cash_withdrawal | pending_cash_withdrawal | 668 | 6 | 0 | 237.209082 | 90.865612 | -0 | 2026-05-21T22:15:16.909783Z |
banking77_test_0266 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | someone is using my account | compromised_card | compromised_card | 666 | 5 | 0 | 236.727953 | 111.061573 | -0 | 2026-05-21T22:15:16.914748Z |
banking77_test_0314 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | There must be an issue, why has my card been cancelled? | compromised_card | reverted_card_payment? | 674 | 5 | 0 | 257.339239 | 109.859705 | -0.000426 | 2026-05-21T22:15:16.970880Z |
banking77_test_0315 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Which cash machines will allow me to change my PIN? | atm_support | change_pin | 672 | 4 | 0 | 184.255123 | 94.232559 | -0.007438 | 2026-05-21T22:15:17.093452Z |
banking77_test_0269 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What do you need for my identity check? | verify_my_identity | verify_my_identity | 670 | 4 | 0 | 163.909674 | 93.957901 | -0.000001 | 2026-05-21T22:15:17.139544Z |
banking77_test_0268 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I would like to make a transfer. How much does it cost? | transfer_fee_charged | top_up_by_bank_transfer_charge | 675 | 5 | 0 | 243.992329 | 149.927855 | 0 | 2026-05-21T22:15:17.163493Z |
banking77_test_0317 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Where can I find a virtual card? | getting_virtual_card | getting_virtual_card | 669 | 4 | 0 | 174.543142 | 89.258194 | -0.025052 | 2026-05-21T22:15:17.273110Z |
banking77_test_0316 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I bought an item and noticed the exchange rate was not correct. | wrong_exchange_rate_for_cash_withdrawal | card_payment_wrong_exchange_rate | 674 | 9 | 0 | 358.516932 | 149.500847 | -0.02019 | 2026-05-21T22:15:17.278500Z |
banking77_test_0270 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | My actual card isn't working. | card_not_working | card_not_working | 668 | 4 | 0 | 174.411297 | 95.490694 | 0 | 2026-05-21T22:15:17.318585Z |
banking77_test_0320 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Do you know if there is a tracking number for the new card you sent me? | card_delivery_estimate | card_arrival | 678 | 4 | 0 | 174.323559 | 115.263939 | -0.000138 | 2026-05-21T22:15:17.342372Z |
banking77_test_0319 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What are your international exchange rates? | exchange_rate | exchange_rate | 668 | 3 | 0 | 174.046755 | 112.511158 | 0 | 2026-05-21T22:15:17.457618Z |
banking77_test_0271 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | I can't verify my ID. | unable_to_verify_identity | unable_to_verify_identity | 668 | 5 | 0 | 203.816414 | 91.753721 | -0 | 2026-05-21T22:15:17.481900Z |
banking77_test_0318 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | When will my card be activated? | card_arrival | activate_my_card | 668 | 4 | 0 | 180.244684 | 114.879608 | -0.00299 | 2026-05-21T22:15:17.527779Z |
banking77_test_0273 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Can you look to make sure the exchange rate is correct | exchange_rate | wrong_exchange_rate_for_cash_withdrawal | 672 | 3 | 0 | 156.968832 | 96.933603 | -0.000099 | 2026-05-21T22:15:17.619485Z |
banking77_test_0321 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | How do i get my salary in the account? | transfer_into_account | receiving_money | 671 | 4 | 0 | 178.863764 | 105.386257 | -0.003649 | 2026-05-21T22:15:17.665800Z |
banking77_test_0274 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Why is a money transfer not showing? | pending_transfer | pending_transfer | 669 | 3 | 0 | 138.952255 | 92.65542 | -0.000825 | 2026-05-21T22:15:17.671213Z |
banking77_test_0272 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | What happened to the cash that I tried to deposit into my account? It's gone! | balance_not_updated_after_cheque_or_cash_deposit | balance_not_updated_after_cheque_or_cash_deposit | 679 | 10 | 0 | 352.253675 | 106.66728 | -0.000413 | 2026-05-21T22:15:17.675764Z |
banking77_test_0312 | qwen3-8b | 5-shot | 0 | 21792150fef4ecf9 | 5e35da77746c6be0 | Someone stole my phone. | lost_or_stolen_phone | lost_or_stolen_phone | 666 | 6 | 0 | 214.012861 | 100.413322 | 0 | 2026-05-21T22:15:17.838461Z |
End of preview.
Baseweight Benchmark — Raw Predictions
Every model generation produced during evaluation for the Baseweight Benchmark, a reproducible comparison of fine-tuned open models against frontier APIs on focused vertical tasks.
What's here
One JSONL file per model × task × condition × seed. Each line is one prediction:
| Field | Description |
|---|---|
id |
Row identifier from the prepared test split |
model |
Model short name (qwen3-8b, gpt-5.4-mini) |
condition |
lora, zero-shot, or 5-shot |
eval_seed |
Seed used for this eval run (0, 1, or 2) |
prompt_sha |
SHA-256 prefix of the prompt template used |
input |
The text input sent to the model |
output |
The raw model output |
ground_truth |
Gold label or answer |
input_tokens |
Prompt token count |
output_tokens |
Completion token count |
avg_logprob |
Mean log-probability of output tokens |
timestamp |
UTC time of the generation |
File layout
predictions/
local/
qwen3-8b/
banking77/ lora.jsonl lora_seed1.jsonl lora_seed2.jsonl
zero-shot.jsonl zero-shot_seed1.jsonl zero-shot_seed2.jsonl
5-shot.jsonl 5-shot_seed1.jsonl 5-shot_seed2.jsonl
cuad/ lora.jsonl lora_seed1.jsonl lora_seed2.jsonl
zero-shot.jsonl zero-shot_seed1.jsonl zero-shot_seed2.jsonl
api/
gpt-5.4-mini/
banking77/ zero-shot.jsonl zero-shot_seed1.jsonl zero-shot_seed2.jsonl
5-shot.jsonl 5-shot_seed1.jsonl 5-shot_seed2.jsonl
cuad/ zero-shot.jsonl zero-shot_seed1.jsonl zero-shot_seed2.jsonl
Seeds 1 and 2 are independent re-evaluations with shuffled test order. Seed 0 is the base run (file without seed suffix). Reported metrics are the mean across all three seeds; 95% CIs are bootstrap intervals over the seeds.
Verifying the numbers
Download any JSONL, recompute the metric against ground_truth, and compare
to the value in results.json on the benchmark site. The prompt_sha field
lets you confirm the exact prompt template used.
Links
- Benchmark site: baseweight.co/benchmark
- Pipeline code: github.com/baseweight-ai/benchmark
- Prepared data splits: baseweight-ai/baseweight-benchmark-data
- Fine-tuned adapters: baseweight-ai/baseweight-benchmark-adapters
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