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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
context: string
continuation: string
query: string
backfilled: bool
source_reason: string
choices: list<item: string>
  child 0, item: string
source_src: string
source_idx: int64
generation_revision: int64
gold: int64
to
{'query': Value('string'), 'choices': List(Value('string')), 'gold': Value('int64'), 'backfilled': Value('bool'), 'source_idx': Value('int64'), 'source_reason': Value('string'), 'source_src': Value('string'), 'generation_revision': Value('int64')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/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 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              context: string
              continuation: string
              query: string
              backfilled: bool
              source_reason: string
              choices: list<item: string>
                child 0, item: string
              source_src: string
              source_idx: int64
              generation_revision: int64
              gold: int64
              to
              {'query': Value('string'), 'choices': List(Value('string')), 'gold': Value('int64'), 'backfilled': Value('bool'), 'source_idx': Value('int64'), 'source_reason': Value('string'), 'source_src': Value('string'), 'generation_revision': Value('int64')}
              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 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 1683, 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 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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query
string
choices
list
gold
int64
backfilled
bool
source_idx
int64
source_reason
string
source_src
string
generation_revision
int64
Question: A revolving door is convenient for two direction travel, but it also serves as a security measure at a what? Choices: A. bank B. department store C. mall D. new york Answer:
[ "A", "B", "C", "D" ]
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Question: What do people aim to do at work? Choices: A. complete job B. kill animals C. wear hats D. talk to each other Answer:
[ "A", "B", "C", "D" ]
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Question: Where would you find magazines along side many other printed works? Choices: A. doctor B. bookstore C. train station D. mortuary Answer:
[ "A", "B", "C", "D" ]
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Question: Where are you likely to find a hamburger? Choices: A. fast food restaurant B. ground up dead cows C. mouth D. cow carcus Answer:
[ "A", "B", "C", "D" ]
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Question: James was looking for a good place to buy farmland. Where might he look? Choices: A. midwest B. estate C. farming areas D. illinois Answer:
[ "A", "B", "C", "D" ]
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Question: What island country is ferret popular? Choices: A. own home B. north carolina C. great britain D. outdoors Answer:
[ "A", "B", "C", "D" ]
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Question: In what Spanish speaking North American country can you get a great cup of coffee? Choices: A. mildred's coffee shop B. mexico C. kitchen D. canteen Answer:
[ "A", "B", "C", "D" ]
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Question: What do animals do when an enemy is approaching? Choices: A. procreate B. pass water C. listen to each other D. sing Answer:
[ "A", "B", "C", "D" ]
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Question: Reading newspaper one of many ways to practice your what? Choices: A. literacy B. money C. buying D. money bank Answer:
[ "A", "B", "C", "D" ]
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Question: What do people typically do while playing guitar? Choices: A. cry B. hear sounds C. singing D. making music Answer:
[ "A", "B", "C", "D" ]
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Question: What would vinyl be an odd thing to replace? Choices: A. pants B. record store C. cheese D. wallpaper Answer:
[ "A", "B", "C", "D" ]
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Question: If you want harmony, what is something you should try to do with the world? Choices: A. make noise B. make war C. make peace D. make haste Answer:
[ "A", "B", "C", "D" ]
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Question: Where does a heifer's master live? Choices: A. farm house B. stockyard C. slaughter house D. eat cake Answer:
[ "A", "B", "C", "D" ]
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Question: Aside from water and nourishment what does your dog need? Choices: A. charm B. petted C. lots of attention D. walked Answer:
[ "A", "B", "C", "D" ]
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Question: Janet was watching the film because she liked what? Choices: A. erection B. laughter C. being entertained D. bordem Answer:
[ "A", "B", "C", "D" ]
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Question: What are you waiting alongside with when you're in a reception area? Choices: A. chair B. hospital C. people D. hotels Answer:
[ "A", "B", "C", "D" ]
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Question: When drinking booze what can you do to stay busy? Choices: A. stay in bed B. stop bicycle C. examine thing D. suicide Answer:
[ "A", "B", "C", "D" ]
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Question: A fencing thrust with a sharp sword towards a person would result in what? Choices: A. injury B. fever C. competition D. puncture wound Answer:
[ "A", "B", "C", "D" ]
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Question: Unlike a spider and his many sight seers, people only have what? Choices: A. tongues B. brains C. feelings D. two eyes Answer:
[ "A", "B", "C", "D" ]
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Question: What could go on top of wood? Choices: A. synagogue B. floor C. carpet D. hardware store Answer:
[ "A", "B", "C", "D" ]
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Question: The artist was sitting quietly pondering, then suddenly he began to paint when what struck him? Choices: A. sadness B. anxiety C. inspiration D. insights Answer:
[ "A", "B", "C", "D" ]
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Question: Though the thin film seemed fragile, for it's intended purpose it was actually nearly what? Choices: A. durable B. undestroyable C. indestructible D. unbreakable Answer:
[ "A", "B", "C", "D" ]
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Question: Where could you find a toilet that only friends can use? Choices: A. school B. stadium C. apartment D. hospital Answer:
[ "A", "B", "C", "D" ]
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Question: What is someone who isn't clever, bright, or competent called? Choices: A. clumsy B. dull C. clumsy D. stupid Answer:
[ "A", "B", "C", "D" ]
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Question: Blue read material outside of his comfort zone because he wanted to gain what? Choices: A. new perspective B. understanding C. hunger D. tired eyes Answer:
[ "A", "B", "C", "D" ]
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Question: After he got hired he hoped for success at his what? Choices: A. vocation B. new job C. working hard D. manual Answer:
[ "A", "B", "C", "D" ]
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Question: Committing perjury is a serious what? Choices: A. indictment B. crime C. lie D. go to jail Answer:
[ "A", "B", "C", "D" ]
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Question: If you are prone to postpone work what will you have to do in order to finish on time? Choices: A. eat B. hasten C. bring forward D. advance Answer:
[ "A", "B", "C", "D" ]
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Question: Sean was in a rush to get home, but the light turned yellow and he was forced to do what? Choices: A. take time B. go slowly C. ocean D. slow down Answer:
[ "A", "B", "C", "D" ]
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Question: Where would a person be doing when having to wait their turn? Choices: A. get in line B. sing C. stand in line D. turn left Answer:
[ "A", "B", "C", "D" ]
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Question: The lock kept the steering wheel from moving, but the thief still took his chances and began to work on the what? Choices: A. keep cloesd B. train C. ignition switch D. firearm Answer:
[ "A", "B", "C", "D" ]
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Question: Who is a police officer likely to work for? Choices: A. beat B. direct traffic C. city D. president Answer:
[ "A", "B", "C", "D" ]
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Question: If you have leftover cake, where would you put it? Choices: A. quandry B. refrigerator C. night stand D. bakery Answer:
[ "A", "B", "C", "D" ]
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Question: Where is a doormat likely to be in front of? Choices: A. facade B. front door C. entrance porch D. hallway Answer:
[ "A", "B", "C", "D" ]
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Question: Bob the lizard lives in a warm place with lots of water. Where does he probably live? Choices: A. rock B. tropical rainforest C. new mexico D. rocky places Answer:
[ "A", "B", "C", "D" ]
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Question: August needed money because he was afraid that he'd be kicked out of his house. What did he need money to do? Choices: A. control people B. pay bills C. buy food D. get things Answer:
[ "A", "B", "C", "D" ]
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Question: Where can you put a picture frame when it's not hung vertically? Choices: A. art show B. newspaper C. car D. table Answer:
[ "A", "B", "C", "D" ]
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Question: James knew that he shouldn't have been buying beer for minors. He didn't even get paid for it. Why was this bad? Choices: A. fun B. have no money C. broken law D. relaxation Answer:
[ "A", "B", "C", "D" ]
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Question: What is the result of applying for job? Choices: A. anxiety and fear B. praise C. less sleep D. being employed Answer:
[ "A", "B", "C", "D" ]
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Question: What must someone do before they shop? Choices: A. get money B. bring cash C. go to market D. bring cash Answer:
[ "A", "B", "C", "D" ]
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Question: Because John was first violin, he had to bring something important to work ever day. What did he need to bring to work? Choices: A. music store B. symphony orchestra C. ochestra D. violin case Answer:
[ "A", "B", "C", "D" ]
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Question: What is a place that usually does not have an elevator and that sometimes has a telephone book? Choices: A. at hotel B. library C. telephone booth D. house Answer:
[ "A", "B", "C", "D" ]
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Question: Who is likely to be excited about a crab? Choices: A. fish market B. pet shop C. fishmongers D. obesity Answer:
[ "A", "B", "C", "D" ]
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Question: Where can a human find clothes that aren't pants? Choices: A. pants shop B. on planet earth C. dress shop D. train wreck Answer:
[ "A", "B", "C", "D" ]
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Question: If I was getting drunk, and people couldn't understand me, what might I be having? Choices: A. a seizure B. slurred speech C. forgetfulness D. pass out Answer:
[ "A", "B", "C", "D" ]
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Question: When a person is beginning work, what are they building? Choices: A. accomplishing B. working C. momentum D. tiredness Answer:
[ "A", "B", "C", "D" ]
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Question: A child wants to play, what would they likely want? Choices: A. fall down B. breathe C. play tag D. become adult Answer:
[ "A", "B", "C", "D" ]
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Question: Talking to the same person about the same thing over and over again is something someone can what? Choices: A. friendship B. eye contact C. get tired of D. learn lessons from Answer:
[ "A", "B", "C", "D" ]
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Question: The teacher doesn't tolerate noise during a test in their what? Choices: A. movie theatre B. factory C. store D. classroom Answer:
[ "A", "B", "C", "D" ]
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Question: The freeway had no traffic and few buildings, where is it? Choices: A. california B. countryside C. florida D. america Answer:
[ "A", "B", "C", "D" ]
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Question: Where would you go if you wanted to have fun with a few people? Choices: A. good B. cinema C. friend's house D. fairgrounds Answer:
[ "A", "B", "C", "D" ]
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Question: If there is a place that is hot and arid, what could it be? Choices: A. bland B. lifeless C. neutral D. freezing Answer:
[ "A", "B", "C", "D" ]
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Question: What is likely to satisfy someone's curiosity? Choices: A. hear news B. see favorite show C. comedy show D. go somewhere Answer:
[ "A", "B", "C", "D" ]
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Question: If you are in a bar in a glove shaped state where are you? Choices: A. in my pocket B. michigan C. restaurant D. public house Answer:
[ "A", "B", "C", "D" ]
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Question: Crabs live in what sort of environment? Choices: A. maritime B. bodies of water C. saltwater D. fish market Answer:
[ "A", "B", "C", "D" ]
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Question: Where can you find a snake in tall grass? Choices: A. in a jar B. pet shops C. feild D. tropical forest Answer:
[ "A", "B", "C", "D" ]
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Question: What is a place that has a bench nestled in trees? Choices: A. state park B. bus depot C. statue D. train station Answer:
[ "A", "B", "C", "D" ]
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Question: Where is a human likely to go as a result of being hungry? Choices: A. eat in restaurant B. have lunch C. cook dinner D. friends house Answer:
[ "A", "B", "C", "D" ]
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Question: He was beginning to regret taking the fight when he saw how what his opponent was? Choices: A. joy B. satisfaction C. confident D. pride Answer:
[ "A", "B", "C", "D" ]
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Question: Where would you find a single shower curtain being used? Choices: A. bathtub B. hotel C. shower stall D. department store Answer:
[ "A", "B", "C", "D" ]
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Question: Where is a good idea but not required to have a fire extinguisher? Choices: A. school bus B. boat C. house D. school Answer:
[ "A", "B", "C", "D" ]
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Question: What continent has the most castles? Choices: A. edinburgh B. germany C. europe D. antarctica Answer:
[ "A", "B", "C", "D" ]
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Question: If you have to read a book that is very dry and long you may become what? Choices: A. have time B. learn new C. enjoyable D. bored Answer:
[ "A", "B", "C", "D" ]
3
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Question: Sally used a clipboard to hold her papers while she read off names at the beginning of the day. Where might she work? Choices: A. desk B. office supply store C. see work D. school Answer:
[ "A", "B", "C", "D" ]
3
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Question: Despite the name a pawn can be quite versatile, all the parts are important in a what? Choices: A. chess game B. chess set C. checkers D. north carolina Answer:
[ "A", "B", "C", "D" ]
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Question: What would not be true about a basketball if it had a hole in it but it did not lose its general shape? Choices: A. punctured B. popular in america C. full of air D. round Answer:
[ "A", "B", "C", "D" ]
2
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Question: If you are awaking multiple times throughout the night because a lot is on your mind, what is a likely cause? Choices: A. irritability B. depression C. happiness D. discomfort Answer:
[ "A", "B", "C", "D" ]
1
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Question: Where does a wild bird usually live? Choices: A. cage B. sky C. countryside D. windowsill Answer:
[ "A", "B", "C", "D" ]
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Question: Where would you expect to find white mice? Choices: A. bell cat B. attic C. countryside D. laboratory Answer:
[ "A", "B", "C", "D" ]
3
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Question: John felt that his actions were fate. Harry said that he could have always made a different what? Choices: A. free will B. choice C. alcohol D. freedom Answer:
[ "A", "B", "C", "D" ]
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Question: What could committing murder prevent someone from doing? Choices: A. go to jail B. cry C. find god D. problems Answer:
[ "A", "B", "C", "D" ]
2
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Question: George didn't have a car, but he still had his two feet. His socks were smelly and his soles were blistered, but that didn't matter. He could still do what? Choices: A. michigan B. walk C. stink D. hands Answer:
[ "A", "B", "C", "D" ]
1
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Question: A crane uses many a steel cable when working a what? Choices: A. ship B. winch C. construction site D. building Answer:
[ "A", "B", "C", "D" ]
2
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Question: What is the main purpose of farmers? Choices: A. raise cattle B. farm land C. drive tractors D. supply food Answer:
[ "A", "B", "C", "D" ]
3
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Question: Where can I put this penny to save for later? Choices: A. piggy bank B. toy C. ground D. pocket Answer:
[ "A", "B", "C", "D" ]
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Question: Where would you put uncooked crab meat? Choices: A. wharf B. tidepools C. boss's office D. stew pot Answer:
[ "A", "B", "C", "D" ]
3
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Question: The man had a fear of illness, so he never visited friends who were a what? Choices: A. sick person B. elderly person C. graveyard D. doctor's office Answer:
[ "A", "B", "C", "D" ]
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Question: Where would you put pans if you want to bring them with you? Choices: A. cook food B. kitchen C. backpack D. drawer Answer:
[ "A", "B", "C", "D" ]
2
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Question: If you're remembering something, it's because of your what of it to begin with? Choices: A. knowledge B. knowing C. pleasure D. depression Answer:
[ "A", "B", "C", "D" ]
1
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Question: Which large land mass is home to the most monkeys? Choices: A. amazon basin B. lift number 3 C. research laboratory D. african continent Answer:
[ "A", "B", "C", "D" ]
3
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Question: The teens were trying to hide that they get drink, but when they walked in the door their what gave it away? Choices: A. health B. fall down C. stagger D. vomit Answer:
[ "A", "B", "C", "D" ]
2
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Question: You'll find a landing at the top of what? Choices: A. ocean B. apartment building C. stairwell D. room Answer:
[ "A", "B", "C", "D" ]
2
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Question: Anybody could be hired in the kitchen, what was needed of them? Choices: A. oil squeaky hinge B. question authority C. wash dishes D. oik squeaky hinge Answer:
[ "A", "B", "C", "D" ]
2
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Question: Where can you find a number of wind instruments together in public? Choices: A. music store B. zoo C. music room D. symphony Answer:
[ "A", "B", "C", "D" ]
3
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Question: A mountie got off at a subway stop. What city might he be in? Choices: A. urban area B. chicago C. new york city D. toronto Answer:
[ "A", "B", "C", "D" ]
3
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Question: What do you want someone to do when you illustrate point? Choices: A. did not understand B. make clear C. understood D. understanding Answer:
[ "A", "B", "C", "D" ]
3
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Question: Billy set aside a block of time for having fun after work. Why might he do this? Choices: A. happiness B. stress relief C. ocean D. may laugh Answer:
[ "A", "B", "C", "D" ]
1
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Question: The man in the white suit was very lazy. He did nothing useful. Meanwhile, the ban in the blue had put in effort and was very what? Choices: A. active B. lazybutt C. productive D. hard work Answer:
[ "A", "B", "C", "D" ]
2
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Question: What would you be unable to do if you have too much greed? Choices: A. keep things B. make friends C. conquer opponent D. lie Answer:
[ "A", "B", "C", "D" ]
1
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Question: It was a long trip from the farm, so he stayed in a hotel when he arrived at the what? Choices: A. bed away from home B. resort C. las vegas D. city Answer:
[ "A", "B", "C", "D" ]
3
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Question: I did not need a servant. I was not a what? Choices: A. freedom B. rich person C. in charge D. busy Answer:
[ "A", "B", "C", "D" ]
1
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Question: How would you get from one side of a canal to another? Choices: A. amsterdam B. venice C. bridge D. barges to travel on Answer:
[ "A", "B", "C", "D" ]
2
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Question: When learning about the world and different cultures, what is important if you are committed to eliminating preconceived notions Choices: A. loss of innocence B. enlightenment C. open mind D. smartness Answer:
[ "A", "B", "C", "D" ]
2
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Question: Obstructing justice is sometimes an excuse used for police brutality which causes what in people? Choices: A. prosecution B. attack C. getting hurt D. riot Answer:
[ "A", "B", "C", "D" ]
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Question: While washing clothes they became what when caught on the sharp object? Choices: A. wet clothes B. wear out C. torn D. have fun Answer:
[ "A", "B", "C", "D" ]
2
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Question: Seafood restaurants are used to draw tourists where? Choices: A. maine B. city C. boston D. coastal cities Answer:
[ "A", "B", "C", "D" ]
3
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Question: James's nice asked him about her grandfather. She was interested in learning about what? Choices: A. family tree B. babysitting C. brother's house D. heirlooms Answer:
[ "A", "B", "C", "D" ]
0
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Question: James looked up and saw the start twinkling in the black yonder. He marveled the sheer number of them and the size of what? Choices: A. universe B. night sky C. outer space D. his wallet Answer:
[ "A", "B", "C", "D" ]
0
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Question: What would encourage someone to continue playing tennis? Choices: A. becoming tired B. exercise C. hunger D. victory Answer:
[ "A", "B", "C", "D" ]
3
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Question: James found the sound relaxing. It was so relaxing he almost did what despite his efforts? Choices: A. deep breathing B. worried C. fall asleep D. feeling good Answer:
[ "A", "B", "C", "D" ]
2
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End of preview.

Vintage CORE dataset bundle

This private staging repository contains two 20-task derivatives of the DCLM CORE evaluation bundle:

  • filtered/: validated filtered CORE, 47,092 rows.
  • restyled/: validated restyled CORE, 47,092 rows.

Original CORE is not mirrored. The evaluation notebook retrieves it from the official nanochat AWS URL.

These data are derived benchmark artifacts. The MIT license in the companion GitHub repository applies only to code and does not relicense this data.

Reproducibility

  • Source repository: jbduran/think.nano
  • Source commit: d6317e9de6617d2333f72c77951fbcf378341653
  • Release tag expected by the notebook: v1.0.0
  • File hashes: SHA256SUMS

Both bundles contain core.yaml, eval_meta_data.csv, and all 19 referenced JSONL files. The configuration contains 20 evaluations because HellaSwag is run in both zero-shot and ten-shot forms.

Restyled LAMBADA

Restyled LAMBADA is very sensitive to restyling and remains 47% of the original LAMBADA:

  • passage coverage: 50.2%;
  • editable-chunk coverage: 43.3%;
  • token-edit density: 1.22%;
  • unchanged rows are exact filtered-text fallbacks.
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