From d821d42dec2bf990edcff26d3c740a67379262a7 Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Sun, 2 Jun 2024 23:04:07 -0700 Subject: [PATCH 01/13] add drop last flag --- llmfoundry/eval/datasets/in_context_learning_evaluation.py | 5 +++++ llmfoundry/utils/builders.py | 6 ++++++ llmfoundry/utils/config_utils.py | 1 + scripts/train/train.py | 1 + 4 files changed, 13 insertions(+) diff --git a/llmfoundry/eval/datasets/in_context_learning_evaluation.py b/llmfoundry/eval/datasets/in_context_learning_evaluation.py index debb0dbc6f..ffaf97d21b 100644 --- a/llmfoundry/eval/datasets/in_context_learning_evaluation.py +++ b/llmfoundry/eval/datasets/in_context_learning_evaluation.py @@ -1311,6 +1311,7 @@ def build_icl_dataloader( generation_kwargs: Dict, early_stopping_criteria: Optional[List[str]] = None, do_normalization: bool = True, + eval_drop_last: bool = False, ) -> DataSpec: """Factory method that builds the specific dataset for the specified. @@ -1421,6 +1422,7 @@ def build_icl_dataloader( batch_size=effective_batchsize, sampler=sampler, collate_fn=dataset.collate_fn, + drop_last=eval_drop_last, ), device_transforms=None, get_num_samples_in_batch=dataset.get_num_samples_in_batch, @@ -1532,6 +1534,7 @@ def get_icl_task_dataloader( generation_kwargs: Optional[Dict] = None, early_stopping_criteria: Optional[List[str]] = None, do_normalization: bool = True, + eval_drop_last: bool = False, ) -> Union[DataSpec, Dict[str, DataSpec]]: r"""Constructs a dataloader (or dataloaders if has_categories is True) @@ -1656,6 +1659,7 @@ def get_icl_task_dataloader( generation_kwargs=generation_kwargs, early_stopping_criteria=early_stopping_criteria, do_normalization=do_normalization, + eval_drop_last=eval_drop_last, ) return result_dls else: @@ -1681,4 +1685,5 @@ def get_icl_task_dataloader( generation_kwargs=generation_kwargs, early_stopping_criteria=early_stopping_criteria, do_normalization=do_normalization, + eval_drop_last=eval_drop_last, ) diff --git a/llmfoundry/utils/builders.py b/llmfoundry/utils/builders.py index 73eb026d98..8bb6104fe2 100644 --- a/llmfoundry/utils/builders.py +++ b/llmfoundry/utils/builders.py @@ -65,6 +65,7 @@ def build_evaluators( device_eval_batch_size: int, icl_seq_len: int, icl_subset_num_batches: Optional[int], + eval_drop_last: bool = False, ) -> Tuple[List[Evaluator], List[str], Optional[EvalGauntlet]]: evaluators = [] @@ -85,6 +86,7 @@ def build_evaluators( device_eval_batch_size, icl_seq_len, icl_subset_num_batches, + eval_drop_last=eval_drop_last, ) evaluators.extend(icl_evaluators) @@ -150,6 +152,7 @@ def build_icl_data_and_gauntlet( device_eval_batch_size: int, icl_seq_len: int, icl_subset_num_batches: Optional[int] = None, + eval_drop_last: bool = False, ) -> Tuple[List[Evaluator], List[str], Optional[EvalGauntlet]]: icl_evaluators, logger_keys = build_icl_evaluators( icl_tasks_config, @@ -157,6 +160,7 @@ def build_icl_data_and_gauntlet( icl_seq_len, device_eval_batch_size, icl_subset_num_batches=icl_subset_num_batches, + eval_drop_last=eval_drop_last, ) eval_gauntlet_cb = None if eval_gauntlet_config is not None: @@ -503,6 +507,7 @@ def build_icl_evaluators( default_batch_size: int, destination_dir: Optional[str] = None, icl_subset_num_batches: Optional[int] = None, + eval_drop_last: bool = False, ) -> Tuple[List[Evaluator], List[str]]: if destination_dir is None: destination_dir = os.getcwd() @@ -621,6 +626,7 @@ def _validate_cfg(icl_cfg: Dict[str, Any]): generation_kwargs=icl_cfg.get('generation_kwargs', {}), early_stopping_criteria=early_stopping_criteria, do_normalization=icl_cfg.get('do_normalization', True), + eval_drop_last=eval_drop_last, ) if 'has_categories' in icl_cfg and icl_cfg[ 'has_categories'] and isinstance(dataloaders, dict): diff --git a/llmfoundry/utils/config_utils.py b/llmfoundry/utils/config_utils.py index b6a5acf6d9..0825893474 100644 --- a/llmfoundry/utils/config_utils.py +++ b/llmfoundry/utils/config_utils.py @@ -131,6 +131,7 @@ class TrainConfig: eval_gauntlet_str: Optional[str] = None # should not be set by the user icl_subset_num_batches: Optional[int] = None icl_seq_len: Optional[int] = None + eval_drop_last: Optional[bool] = False # Logging loggers: Optional[Dict[str, Any]] = None diff --git a/scripts/train/train.py b/scripts/train/train.py index c9e2d67bf4..595eb5be6f 100644 --- a/scripts/train/train.py +++ b/scripts/train/train.py @@ -423,6 +423,7 @@ def main(cfg: DictConfig) -> Trainer: device_eval_batch_size=train_cfg.device_eval_batch_size, icl_seq_len=eval_icl_seq_len, icl_subset_num_batches=train_cfg.icl_subset_num_batches, + eval_drop_last=train_cfg.eval_drop_last if train_cfg.eval_drop_last else False, ) if eval_gauntlet_callback is not None: callbacks.append(eval_gauntlet_callback) From 7df2d4c760eaaf365d649dc3cfe617336d19ee33 Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Mon, 3 Jun 2024 07:08:09 +0000 Subject: [PATCH 02/13] add unit test --- tests/data/test_icl_datasets.py | 26 ++++++++++++++++++-------- 1 file changed, 18 insertions(+), 8 deletions(-) diff --git a/tests/data/test_icl_datasets.py b/tests/data/test_icl_datasets.py index 5254c8e862..265f275a44 100644 --- a/tests/data/test_icl_datasets.py +++ b/tests/data/test_icl_datasets.py @@ -11,6 +11,9 @@ from llmfoundry.utils.config_utils import to_list_container +EXPECTED_FIRST_DATALOADER_LEN = 52 # scripts/eval/local_data/world_knowledge/jeopardy_all.jsonl + + def load_icl_config(conf_path: str = 'tests/data/test_tasks.yaml'): with open(conf_path) as f: test_cfg = om.load(f) @@ -21,6 +24,7 @@ def run_test( dir: pathlib.Path, tokenizer: PreTrainedTokenizerBase, bos_tok: str = '', + eval_drop_last: bool = False, ): task_cfg = load_icl_config() evaluators, _ = build_icl_evaluators( @@ -29,11 +33,17 @@ def run_test( 1024, 8, destination_dir=str(dir), + eval_drop_last=eval_drop_last, ) - - for e in evaluators: + for i, e in enumerate(evaluators): batch = next(e.dataloader.dataloader.__iter__()) - + # Check that the dataloader is the correct length for the first task. + if i == 0: + if eval_drop_last: + assert len(e.dataloader.dataloader) == EXPECTED_FIRST_DATALOADER_LEN - 1 + else: + assert len(e.dataloader.dataloader) == EXPECTED_FIRST_DATALOADER_LEN + inputs = batch['input_ids'][0] if 'continuation_indices' in batch: continuation_indices = list(batch['continuation_indices'][0]) @@ -76,15 +86,15 @@ def run_test( assert full_example == bos_tok + "Tom gave Ralph a lift to school so Ralph wouldn't have to walk.\nThe city councilmen refused the demonstrators a permit because the city councilmen feared violence" assert answer == ' feared violence' - @pytest.mark.parametrize( - 'tokenizer_name,bos_token', - [('facebook/opt-6.7b', ''), ('EleutherAI/gpt-neox-20b', '')], + 'tokenizer_name,bos_token,eval_drop_last', + [('facebook/opt-6.7b', '', True), ('EleutherAI/gpt-neox-20b', '', False)], ) -def test_icl_task_tokenizer( +def test_icl_task_tokenizer_and_dataloader( tmp_path: pathlib.Path, tokenizer_name: str, bos_token: str, + eval_drop_last: bool, ): tokenizer = AutoTokenizer.from_pretrained(tokenizer_name) - run_test(tmp_path, tokenizer, bos_token) + run_test(tmp_path, tokenizer, bos_token, eval_drop_last) \ No newline at end of file From 7bcdc309ce6c22aa6b56fe844358151df3d31069 Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Mon, 3 Jun 2024 00:14:28 -0700 Subject: [PATCH 03/13] commit change --- scripts/train/train.py | 3 ++- tests/data/test_icl_datasets.py | 19 ++++++++++++------- 2 files changed, 14 insertions(+), 8 deletions(-) diff --git a/scripts/train/train.py b/scripts/train/train.py index 595eb5be6f..052c00b090 100644 --- a/scripts/train/train.py +++ b/scripts/train/train.py @@ -423,7 +423,8 @@ def main(cfg: DictConfig) -> Trainer: device_eval_batch_size=train_cfg.device_eval_batch_size, icl_seq_len=eval_icl_seq_len, icl_subset_num_batches=train_cfg.icl_subset_num_batches, - eval_drop_last=train_cfg.eval_drop_last if train_cfg.eval_drop_last else False, + eval_drop_last=train_cfg.eval_drop_last + if train_cfg.eval_drop_last else False, ) if eval_gauntlet_callback is not None: callbacks.append(eval_gauntlet_callback) diff --git a/tests/data/test_icl_datasets.py b/tests/data/test_icl_datasets.py index 265f275a44..dcfae5ad7e 100644 --- a/tests/data/test_icl_datasets.py +++ b/tests/data/test_icl_datasets.py @@ -10,7 +10,6 @@ from llmfoundry.utils.builders import build_icl_evaluators from llmfoundry.utils.config_utils import to_list_container - EXPECTED_FIRST_DATALOADER_LEN = 52 # scripts/eval/local_data/world_knowledge/jeopardy_all.jsonl @@ -40,10 +39,14 @@ def run_test( # Check that the dataloader is the correct length for the first task. if i == 0: if eval_drop_last: - assert len(e.dataloader.dataloader) == EXPECTED_FIRST_DATALOADER_LEN - 1 - else: - assert len(e.dataloader.dataloader) == EXPECTED_FIRST_DATALOADER_LEN - + assert len( + e.dataloader.dataloader + ) == EXPECTED_FIRST_DATALOADER_LEN - 1 + else: + assert len( + e.dataloader.dataloader + ) == EXPECTED_FIRST_DATALOADER_LEN + inputs = batch['input_ids'][0] if 'continuation_indices' in batch: continuation_indices = list(batch['continuation_indices'][0]) @@ -86,9 +89,11 @@ def run_test( assert full_example == bos_tok + "Tom gave Ralph a lift to school so Ralph wouldn't have to walk.\nThe city councilmen refused the demonstrators a permit because the city councilmen feared violence" assert answer == ' feared violence' + @pytest.mark.parametrize( 'tokenizer_name,bos_token,eval_drop_last', - [('facebook/opt-6.7b', '', True), ('EleutherAI/gpt-neox-20b', '', False)], + [('facebook/opt-6.7b', '', True), + ('EleutherAI/gpt-neox-20b', '', False)], ) def test_icl_task_tokenizer_and_dataloader( tmp_path: pathlib.Path, @@ -97,4 +102,4 @@ def test_icl_task_tokenizer_and_dataloader( eval_drop_last: bool, ): tokenizer = AutoTokenizer.from_pretrained(tokenizer_name) - run_test(tmp_path, tokenizer, bos_token, eval_drop_last) \ No newline at end of file + run_test(tmp_path, tokenizer, bos_token, eval_drop_last) From 79ad1632452e7b4ada0b372cd27930d43ae2fec7 Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Mon, 3 Jun 2024 00:26:26 -0700 Subject: [PATCH 04/13] commit change --- tests/data/test_icl_datasets.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/data/test_icl_datasets.py b/tests/data/test_icl_datasets.py index dcfae5ad7e..d25671159a 100644 --- a/tests/data/test_icl_datasets.py +++ b/tests/data/test_icl_datasets.py @@ -40,11 +40,11 @@ def run_test( if i == 0: if eval_drop_last: assert len( - e.dataloader.dataloader + e.dataloader.dataloader, ) == EXPECTED_FIRST_DATALOADER_LEN - 1 else: assert len( - e.dataloader.dataloader + e.dataloader.dataloader, ) == EXPECTED_FIRST_DATALOADER_LEN inputs = batch['input_ids'][0] From c3f74e589774ca112dbd48d72273133dfa17c358 Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Mon, 3 Jun 2024 00:39:42 -0700 Subject: [PATCH 05/13] fix pyright --- tests/data/test_icl_datasets.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/data/test_icl_datasets.py b/tests/data/test_icl_datasets.py index d25671159a..1d545c251c 100644 --- a/tests/data/test_icl_datasets.py +++ b/tests/data/test_icl_datasets.py @@ -37,7 +37,7 @@ def run_test( for i, e in enumerate(evaluators): batch = next(e.dataloader.dataloader.__iter__()) # Check that the dataloader is the correct length for the first task. - if i == 0: + if i == 0 and hasattr(e.dataloader.dataloader, '__len__'): if eval_drop_last: assert len( e.dataloader.dataloader, From 5e3dadfeedd52cef2ff986cf9d5ab2fdc009d800 Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Mon, 3 Jun 2024 00:52:59 -0700 Subject: [PATCH 06/13] commit change --- tests/data/test_icl_datasets.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/data/test_icl_datasets.py b/tests/data/test_icl_datasets.py index 1d545c251c..47cea82961 100644 --- a/tests/data/test_icl_datasets.py +++ b/tests/data/test_icl_datasets.py @@ -37,15 +37,15 @@ def run_test( for i, e in enumerate(evaluators): batch = next(e.dataloader.dataloader.__iter__()) # Check that the dataloader is the correct length for the first task. - if i == 0 and hasattr(e.dataloader.dataloader, '__len__'): + if i == 0: if eval_drop_last: assert len( e.dataloader.dataloader, - ) == EXPECTED_FIRST_DATALOADER_LEN - 1 + ) == EXPECTED_FIRST_DATALOADER_LEN - 1 # pyright: ignore else: assert len( e.dataloader.dataloader, - ) == EXPECTED_FIRST_DATALOADER_LEN + ) == EXPECTED_FIRST_DATALOADER_LEN # pyright: ignore inputs = batch['input_ids'][0] if 'continuation_indices' in batch: From e6d274a29637195d878f33cb156deda3838074ca Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Mon, 3 Jun 2024 01:27:21 -0700 Subject: [PATCH 07/13] commit change --- llmfoundry/utils/builders.py | 10 ++++++++++ tests/data/test_icl_datasets.py | 8 +++++++- tests/data/test_tasks.yaml | 5 +++++ 3 files changed, 22 insertions(+), 1 deletion(-) diff --git a/llmfoundry/utils/builders.py b/llmfoundry/utils/builders.py index 8bb6104fe2..097a558423 100644 --- a/llmfoundry/utils/builders.py +++ b/llmfoundry/utils/builders.py @@ -631,6 +631,11 @@ def _validate_cfg(icl_cfg: Dict[str, Any]): if 'has_categories' in icl_cfg and icl_cfg[ 'has_categories'] and isinstance(dataloaders, dict): for category in dataloaders.keys(): + if len(dataloaders[category].dataloader) == 0: + log.warning( + f'No data for {label}/{category}, skipping. May have been filtered out by eval_drop_last={eval_drop_last} and batch size={default_batch_size}.', + ) + continue logger_keys.extend([ f'metrics/{label}/{category}/{m}' for m in metric_names ]) @@ -642,6 +647,11 @@ def _validate_cfg(icl_cfg: Dict[str, Any]): ), ) else: + if len(dataloaders.dataloader) == 0: # type: ignore + log.warning( + f'No data for {label}, skipping. May have been filtered out by eval_drop_last={eval_drop_last} and batch size={default_batch_size}.', + ) + continue logger_keys.extend([ f'metrics/{label}/{m}' for m in metric_names ]) diff --git a/tests/data/test_icl_datasets.py b/tests/data/test_icl_datasets.py index 47cea82961..28db23e0e5 100644 --- a/tests/data/test_icl_datasets.py +++ b/tests/data/test_icl_datasets.py @@ -30,10 +30,16 @@ def run_test( to_list_container(task_cfg.icl_tasks), tokenizer, 1024, - 8, + default_batch_size=8, destination_dir=str(dir), eval_drop_last=eval_drop_last, ) + if eval_drop_last: + # Drop the Evualator for eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl as it won't evenly divide even 1 batch. + assert len(evaluators) == 4 + else: + assert len(evaluators) == 5 + for i, e in enumerate(evaluators): batch = next(e.dataloader.dataloader.__iter__()) # Check that the dataloader is the correct length for the first task. diff --git a/tests/data/test_tasks.yaml b/tests/data/test_tasks.yaml index cf02ffcbbb..f3ec486ca6 100644 --- a/tests/data/test_tasks.yaml +++ b/tests/data/test_tasks.yaml @@ -21,3 +21,8 @@ icl_tasks: dataset_uri: scripts/eval/local_data/world_knowledge/triviaqa_small.jsonl # ADD YOUR OWN DATASET URI num_fewshot: [0, 1] icl_task_type: generation_task_with_answers +- + label: bigbench_operators + dataset_uri: eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl + num_fewshot: [3] + icl_task_type: language_modeling From 90bcd70229d9a8a414b67bad7cfab1c4d0ac581e Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Mon, 3 Jun 2024 01:27:36 -0700 Subject: [PATCH 08/13] commit change --- tests/data/test_icl_datasets.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/data/test_icl_datasets.py b/tests/data/test_icl_datasets.py index 28db23e0e5..650f132cac 100644 --- a/tests/data/test_icl_datasets.py +++ b/tests/data/test_icl_datasets.py @@ -35,9 +35,9 @@ def run_test( eval_drop_last=eval_drop_last, ) if eval_drop_last: - # Drop the Evualator for eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl as it won't evenly divide even 1 batch. + # Drop the evaualotr for eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl as it won't evenly divide even 1 batch. assert len(evaluators) == 4 - else: + else: assert len(evaluators) == 5 for i, e in enumerate(evaluators): From 253c3bc18e9c1ce358e5b27265c1b44f101dd381 Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Mon, 3 Jun 2024 01:40:31 -0700 Subject: [PATCH 09/13] fix test --- tests/data/test_tasks.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/data/test_tasks.yaml b/tests/data/test_tasks.yaml index f3ec486ca6..7c30abf381 100644 --- a/tests/data/test_tasks.yaml +++ b/tests/data/test_tasks.yaml @@ -23,6 +23,6 @@ icl_tasks: icl_task_type: generation_task_with_answers - label: bigbench_operators - dataset_uri: eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl + dataset_uri: scripts/eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl num_fewshot: [3] icl_task_type: language_modeling From 16c9b638a9e36e0df346c8aa8d2fee58a39f2562 Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Mon, 3 Jun 2024 01:42:01 -0700 Subject: [PATCH 10/13] ok --- .../bigbench_operators.jsonl | 630 ++++++++++++++++++ tests/data/test_tasks.yaml | 2 +- 2 files changed, 631 insertions(+), 1 deletion(-) diff --git a/scripts/eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl b/scripts/eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl index a982dc4f96..a4a6b7e280 100644 --- a/scripts/eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl +++ b/scripts/eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl @@ -208,3 +208,633 @@ {"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is 1.\nop 1 =", "continuation": "1"} {"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 2.\nop 10 =", "continuation": "512"} {"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when greater than j, j otherwise.\nop2 (8 op1 6) (12 op1 4) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is not.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the last multiple of 8 from the n listed numbers.\nop 4 32 128 132 =", "continuation": "128"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; i op2 j is the integer division of i by j.\n2 op1 6 op2 4 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n5 op 3 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop -16 1 7 4 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop -16 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n176 op 23 =", "continuation": "153"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 8 from the n listed numbers.\nop 4 6 32 128 =", "continuation": "32"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop -16 1 10 5 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n3 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is 0.\nop -17 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n17 op 2 =", "continuation": "289"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is not.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith even positive number.\nop 1 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op 3 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n7 op 3 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is i.\nop 17 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith prime number.\nop 50 =", "continuation": "229"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 22 66 121 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is not.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n0.001 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j last digits of i.\n125690 op 3 =", "continuation": "125"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when not greater than j, j otherwise.\nop 58 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith even positive number.\nop 100 =", "continuation": "200"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n58 op 21 =", "continuation": "79"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the second from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "91"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is 0.\nop 0 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 3 from the n listed numbers.\nop 4 8 33 128 =", "continuation": "33"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 10.\nop 2 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop 3 5 =", "continuation": "15"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n35 op 58 =", "continuation": "93"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n35 op 58 op 21 =", "continuation": "114"} +{"context": "Given the definition of the op operator, compute the result.\nop i adds just enough digits at the end of i to make a palyndromic number.\nop 127 =", "continuation": "12721"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop (op -16 1 10) -5 =", "continuation": "800"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n7 op 7 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop (op -16 1 10) 5 =", "continuation": "-800"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop 31 7 17 9 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when smaller than j, j otherwise.\nop2 (8 op1 6) (12 op1 4) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by the remainder of the integer division of i by j.\n25 op 7 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\nop i adds just enough digits at the end of i to make a palyndromic number.\nop 17 =", "continuation": "171"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op 0 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop 35 58 =", "continuation": "93"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is i.\nop 17 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith odd positive number.\nop 100 =", "continuation": "199"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is even.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j first digits of i.\n125690 op 4 =", "continuation": "90"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n5 op 7 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n176 op 23 =", "continuation": "153"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; i op2 j is the integer division of i by j.\n12 op2 6 op2 2 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n176 op -176 =", "continuation": "352"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j last digits of i.\n125690 op 2 =", "continuation": "90"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n3 op 5 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n0 op 25 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j last digits of i.\n125690 op 3 =", "continuation": "690"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the integer part of i.\nop 17 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 8 from the n listed numbers.\nop 4 6 33 128 =", "continuation": "128"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn averages the n listed numbers.\nop -16 1 10 5 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n37 op 3 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is i.\nop 17 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the positive number j such that the product of j with itself is i.\nop 144 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith odd positive number.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; i op2 j is the integer division of i by j.\n12 op1 6 op1 2 =", "continuation": "144"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the subtraction of j from i.\n10 op1 5 op1 3 =", "continuation": "18"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n176 op -176 =", "continuation": "352"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j first digits of i.\n125690 op 2 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop1 i j selects i when less than j, j otherwise; op2 i j selects i when greater than j, j otherwise.\nop1 (op2 58 58) (op2 35 35) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n176 op 175 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop -16 1 10 -5 =", "continuation": "800"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is odd.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when smaller than j, j otherwise.\nop2 (10 op1 5) (12 op1 4) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\ni op j alternates digits of i and j in a new number.\n125 op 369 =", "continuation": "132659"} +{"context": "Given the definition of the op operator, compute the result.\ni op j concatenates the operands in a new number.\n1 op 3 =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop 35 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n-3 op 3 =", "continuation": "-27"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n243 op 5 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the fifth from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith prime number.\nop 1 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith even positive number.\nop 6 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest from the n listed numbers.\nop -16 0 10 6 =", "continuation": "-16"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when greater than j, j otherwise.\nop 58 35 =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n17 op 1 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n176 op 175 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop1 i j selects i when less than j, j otherwise; op2 i j selects i when greater than j, j otherwise.\nop1 (op2 58 35) (op2 35 58) =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\nop i reverts the digits of i.\nop 17 =", "continuation": "71"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n-58 op 58 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop -16 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop i reverts the digits of i.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n2 op 3 op 5 =", "continuation": "30"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when greater than j, j otherwise.\nop 35 58 =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j last digits of i.\n125690 op 4 =", "continuation": "5690"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j first digits of i.\n125690 op 4 =", "continuation": "1256"} +{"context": "Given the definition of the op operator, compute the result.\nop i reverts the digits of i.\nop 127 =", "continuation": "721"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop (op 58 35) (op 13 35) =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop 58 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is odd.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j first digits of i.\n125690 op 3 =", "continuation": "125"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when greater than j, j otherwise.\nop 35 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n8 op 2 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the fourth from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op 7 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n37 op 5 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the positive number j such that the product of j with itself is i.\nop 25 =", "continuation": "5"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n81 op 1 =", "continuation": "810"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when greater than j, j otherwise.\nop2 (10 op1 5) (12 op1 4) =", "continuation": "50"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n176 op -176 =", "continuation": "352"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 2.\nop 5 =", "continuation": "16"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers.\nop 3 5 7 11 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\nop i adds just enough digits at the end of i to make a palyndromic number.\nop 121 =", "continuation": "121"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n2 op 3 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop 107 103 93 113 =", "continuation": "103"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n17 op 1 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is 0.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n2 op 3 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 10.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers.\nop -17 0 7 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n2 op2 3 op2 5 =", "continuation": "30"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n2 op1 3 op1 5 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the first from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "-16"} +{"context": "Given the definition of the op operator, compute the result.\ni op j reverts and then concatenates the operands in a new number.\n17 op 53 =", "continuation": "7135"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop 2 3 5 7 =", "continuation": "210"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 11 22 66 121 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn averages the n listed numbers.\nop (op 16 1) (op 10 5) =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when smaller than j, j otherwise.\nop2 (12 op1 4) (10 op1 5) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n5 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op j concatenates the operands in a new number.\n1 op 3 op 5 =", "continuation": "135"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is odd.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n35 op 58 op 21 op 46 =", "continuation": "160"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n625 op 4 =", "continuation": "5"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j first digits of i.\n125690 op 2 =", "continuation": "5690"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the last multiple of 8 from the n listed numbers.\nop 4 32 128 =", "continuation": "128"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is not.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the integer part of i.\nop 17.25 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n7 op -3 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n3 op 78 =", "continuation": "234"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by the remainder of the integer division of i by j.\n37 op 7 =", "continuation": "18"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the subtraction of j from i.\n10 op1 5 op2 3 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is not.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the subtraction of j from i.\n10 op1 5 op2 5 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n64 op 2 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop 3 5 7 =", "continuation": "105"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when greater than j, j otherwise.\nop2 (12 op1 4) (10 op1 5) =", "continuation": "50"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the smallest prime number greater than i.\nop 16 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop 1 15 4 107 =", "continuation": "107"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop (op 58 35) (op 35 58) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n7 op -3 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n-11 op -34 =", "continuation": "374"} +{"context": "Given the definition of the op operator, compute the result.\nop1 i j selects i when less than j, j otherwise; op2 i j selects i when greater than j, j otherwise.\nop1 (op2 58 35) (op2 13 35) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the integer part of i.\nop 17.0 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n(35 op 58) op (21 op 46) =", "continuation": "160"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop 35 58 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by the integer division of i by j.\n37 op 7 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n7 op 7 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j last digits of i.\n125690 op 4 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith prime number.\nop 5 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n(1 op1 3) op2 2 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 10.\nop 3 =", "continuation": "100"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j first digits of i.\n125690 op 3 =", "continuation": "690"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n27 op 3 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith odd positive number.\nop 6 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n7 op 3 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest from the n listed numbers.\nop 16 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n37 op 5 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by the integer division of i by j.\n25 op 7 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the smallest prime number greater than i.\nop 13 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n2 op1 (3 op2 5) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the greatest from the n listed numbers.\nop 0 10 6 -16 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 3 from the n listed numbers.\nop 4 6 32 128 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n15 op 3 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the greatest from the n listed numbers.\nop 16 0 10 6 =", "continuation": "16"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is even.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop (op -16 1) (op 10 5) =", "continuation": "-800"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n37 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers.\nop 4 5 7 11 =", "continuation": "5"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is even.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the absolute value of i.\nop -58 =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n176 op 175 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when not greater than j, j otherwise.\nop 35 58 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the positive number j such that the product of j with itself is i.\nop 289 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n2 op 3 op 5 op 7 =", "continuation": "210"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n-1 op 4 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop -16 1 15 4 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn averages the n listed numbers.\nop 16 1 10 5 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop 35 58 21 =", "continuation": "114"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the third from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n17 op 0 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j alternates digits of i and j in a new number.\n369 op 125 =", "continuation": "316295"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 4 8 32 128 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop (op 58 58) (op 35 35) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j concatenates and then reverts the operands in a new number.\n17 op 53 =", "continuation": "3571"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n3 op 4 op 5 =", "continuation": "60"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n3 op 5 op 7 =", "continuation": "105"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the largest prime number less than i.\nop 16 =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is 1.\nop (1/17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is 1.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n8 op 2 =", "continuation": "800"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when not greater than j, j otherwise.\nop 35 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the largest prime number less than i.\nop 17 =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j last digits of i.\n125690 op 2 =", "continuation": "1256"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 4 6 32 128 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop -16 1 10 5 =", "continuation": "-800"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 2.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest from the n listed numbers.\nop 0 10 6 -16 =", "continuation": "-16"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is not.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n11 op 34 =", "continuation": "374"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op -3 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n176 op 23 =", "continuation": "153"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the greatest from the n listed numbers.\nop -16 0 10 6 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is 1.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 2.\nop 10 =", "continuation": "512"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when greater than j, j otherwise.\nop2 (8 op1 6) (12 op1 4) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is not.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the last multiple of 8 from the n listed numbers.\nop 4 32 128 132 =", "continuation": "128"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; i op2 j is the integer division of i by j.\n2 op1 6 op2 4 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n5 op 3 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop -16 1 7 4 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop -16 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n176 op 23 =", "continuation": "153"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 8 from the n listed numbers.\nop 4 6 32 128 =", "continuation": "32"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop -16 1 10 5 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n3 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is 0.\nop -17 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n17 op 2 =", "continuation": "289"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is not.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith even positive number.\nop 1 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op 3 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n7 op 3 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is i.\nop 17 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith prime number.\nop 50 =", "continuation": "229"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 22 66 121 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is not.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n0.001 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j last digits of i.\n125690 op 3 =", "continuation": "125"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when not greater than j, j otherwise.\nop 58 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith even positive number.\nop 100 =", "continuation": "200"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n58 op 21 =", "continuation": "79"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the second from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "91"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is 0.\nop 0 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 3 from the n listed numbers.\nop 4 8 33 128 =", "continuation": "33"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 10.\nop 2 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop 3 5 =", "continuation": "15"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n35 op 58 =", "continuation": "93"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n35 op 58 op 21 =", "continuation": "114"} +{"context": "Given the definition of the op operator, compute the result.\nop i adds just enough digits at the end of i to make a palyndromic number.\nop 127 =", "continuation": "12721"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop (op -16 1 10) -5 =", "continuation": "800"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n7 op 7 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop (op -16 1 10) 5 =", "continuation": "-800"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop 31 7 17 9 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when smaller than j, j otherwise.\nop2 (8 op1 6) (12 op1 4) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by the remainder of the integer division of i by j.\n25 op 7 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\nop i adds just enough digits at the end of i to make a palyndromic number.\nop 17 =", "continuation": "171"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op 0 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop 35 58 =", "continuation": "93"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is i.\nop 17 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith odd positive number.\nop 100 =", "continuation": "199"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is even.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j first digits of i.\n125690 op 4 =", "continuation": "90"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n5 op 7 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n176 op 23 =", "continuation": "153"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; i op2 j is the integer division of i by j.\n12 op2 6 op2 2 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n176 op -176 =", "continuation": "352"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j last digits of i.\n125690 op 2 =", "continuation": "90"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n3 op 5 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n0 op 25 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j last digits of i.\n125690 op 3 =", "continuation": "690"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the integer part of i.\nop 17 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 8 from the n listed numbers.\nop 4 6 33 128 =", "continuation": "128"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn averages the n listed numbers.\nop -16 1 10 5 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n37 op 3 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is i.\nop 17 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the positive number j such that the product of j with itself is i.\nop 144 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith odd positive number.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; i op2 j is the integer division of i by j.\n12 op1 6 op1 2 =", "continuation": "144"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the subtraction of j from i.\n10 op1 5 op1 3 =", "continuation": "18"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n176 op -176 =", "continuation": "352"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j first digits of i.\n125690 op 2 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop1 i j selects i when less than j, j otherwise; op2 i j selects i when greater than j, j otherwise.\nop1 (op2 58 58) (op2 35 35) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n176 op 175 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop -16 1 10 -5 =", "continuation": "800"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is odd.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when smaller than j, j otherwise.\nop2 (10 op1 5) (12 op1 4) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\ni op j alternates digits of i and j in a new number.\n125 op 369 =", "continuation": "132659"} +{"context": "Given the definition of the op operator, compute the result.\ni op j concatenates the operands in a new number.\n1 op 3 =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop 35 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n-3 op 3 =", "continuation": "-27"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n243 op 5 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the fifth from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith prime number.\nop 1 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith even positive number.\nop 6 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest from the n listed numbers.\nop -16 0 10 6 =", "continuation": "-16"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when greater than j, j otherwise.\nop 58 35 =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n17 op 1 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n176 op 175 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop1 i j selects i when less than j, j otherwise; op2 i j selects i when greater than j, j otherwise.\nop1 (op2 58 35) (op2 35 58) =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\nop i reverts the digits of i.\nop 17 =", "continuation": "71"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n-58 op 58 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop -16 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop i reverts the digits of i.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n2 op 3 op 5 =", "continuation": "30"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when greater than j, j otherwise.\nop 35 58 =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j last digits of i.\n125690 op 4 =", "continuation": "5690"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j first digits of i.\n125690 op 4 =", "continuation": "1256"} +{"context": "Given the definition of the op operator, compute the result.\nop i reverts the digits of i.\nop 127 =", "continuation": "721"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop (op 58 35) (op 13 35) =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop 58 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is odd.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j first digits of i.\n125690 op 3 =", "continuation": "125"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when greater than j, j otherwise.\nop 35 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n8 op 2 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the fourth from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op 7 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n37 op 5 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the positive number j such that the product of j with itself is i.\nop 25 =", "continuation": "5"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n81 op 1 =", "continuation": "810"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when greater than j, j otherwise.\nop2 (10 op1 5) (12 op1 4) =", "continuation": "50"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n176 op -176 =", "continuation": "352"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 2.\nop 5 =", "continuation": "16"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers.\nop 3 5 7 11 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\nop i adds just enough digits at the end of i to make a palyndromic number.\nop 121 =", "continuation": "121"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n2 op 3 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop 107 103 93 113 =", "continuation": "103"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n17 op 1 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is 0.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n2 op 3 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 10.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers.\nop -17 0 7 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n2 op2 3 op2 5 =", "continuation": "30"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n2 op1 3 op1 5 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the first from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "-16"} +{"context": "Given the definition of the op operator, compute the result.\ni op j reverts and then concatenates the operands in a new number.\n17 op 53 =", "continuation": "7135"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop 2 3 5 7 =", "continuation": "210"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 11 22 66 121 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn averages the n listed numbers.\nop (op 16 1) (op 10 5) =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when smaller than j, j otherwise.\nop2 (12 op1 4) (10 op1 5) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n5 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op j concatenates the operands in a new number.\n1 op 3 op 5 =", "continuation": "135"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is odd.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n35 op 58 op 21 op 46 =", "continuation": "160"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n625 op 4 =", "continuation": "5"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j first digits of i.\n125690 op 2 =", "continuation": "5690"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the last multiple of 8 from the n listed numbers.\nop 4 32 128 =", "continuation": "128"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is not.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the integer part of i.\nop 17.25 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n7 op -3 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n3 op 78 =", "continuation": "234"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by the remainder of the integer division of i by j.\n37 op 7 =", "continuation": "18"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the subtraction of j from i.\n10 op1 5 op2 3 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is not.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the subtraction of j from i.\n10 op1 5 op2 5 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n64 op 2 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop 3 5 7 =", "continuation": "105"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when greater than j, j otherwise.\nop2 (12 op1 4) (10 op1 5) =", "continuation": "50"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the smallest prime number greater than i.\nop 16 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop 1 15 4 107 =", "continuation": "107"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop (op 58 35) (op 35 58) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n7 op -3 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n-11 op -34 =", "continuation": "374"} +{"context": "Given the definition of the op operator, compute the result.\nop1 i j selects i when less than j, j otherwise; op2 i j selects i when greater than j, j otherwise.\nop1 (op2 58 35) (op2 13 35) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the integer part of i.\nop 17.0 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n(35 op 58) op (21 op 46) =", "continuation": "160"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop 35 58 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by the integer division of i by j.\n37 op 7 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n7 op 7 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j last digits of i.\n125690 op 4 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith prime number.\nop 5 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n(1 op1 3) op2 2 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 10.\nop 3 =", "continuation": "100"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j first digits of i.\n125690 op 3 =", "continuation": "690"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n27 op 3 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith odd positive number.\nop 6 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n7 op 3 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest from the n listed numbers.\nop 16 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n37 op 5 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by the integer division of i by j.\n25 op 7 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the smallest prime number greater than i.\nop 13 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n2 op1 (3 op2 5) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the greatest from the n listed numbers.\nop 0 10 6 -16 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 3 from the n listed numbers.\nop 4 6 32 128 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n15 op 3 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the greatest from the n listed numbers.\nop 16 0 10 6 =", "continuation": "16"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is even.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop (op -16 1) (op 10 5) =", "continuation": "-800"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n37 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers.\nop 4 5 7 11 =", "continuation": "5"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is even.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the absolute value of i.\nop -58 =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n176 op 175 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when not greater than j, j otherwise.\nop 35 58 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the positive number j such that the product of j with itself is i.\nop 289 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n2 op 3 op 5 op 7 =", "continuation": "210"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n-1 op 4 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop -16 1 15 4 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn averages the n listed numbers.\nop 16 1 10 5 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop 35 58 21 =", "continuation": "114"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the third from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n17 op 0 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j alternates digits of i and j in a new number.\n369 op 125 =", "continuation": "316295"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 4 8 32 128 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop (op 58 58) (op 35 35) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j concatenates and then reverts the operands in a new number.\n17 op 53 =", "continuation": "3571"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n3 op 4 op 5 =", "continuation": "60"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n3 op 5 op 7 =", "continuation": "105"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the largest prime number less than i.\nop 16 =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is 1.\nop (1/17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is 1.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n8 op 2 =", "continuation": "800"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when not greater than j, j otherwise.\nop 35 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the largest prime number less than i.\nop 17 =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j last digits of i.\n125690 op 2 =", "continuation": "1256"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 4 6 32 128 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop -16 1 10 5 =", "continuation": "-800"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 2.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest from the n listed numbers.\nop 0 10 6 -16 =", "continuation": "-16"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is not.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n11 op 34 =", "continuation": "374"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op -3 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n176 op 23 =", "continuation": "153"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the greatest from the n listed numbers.\nop -16 0 10 6 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is 1.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 2.\nop 10 =", "continuation": "512"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when greater than j, j otherwise.\nop2 (8 op1 6) (12 op1 4) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is not.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the last multiple of 8 from the n listed numbers.\nop 4 32 128 132 =", "continuation": "128"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; i op2 j is the integer division of i by j.\n2 op1 6 op2 4 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n5 op 3 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop -16 1 7 4 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop -16 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n176 op 23 =", "continuation": "153"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 8 from the n listed numbers.\nop 4 6 32 128 =", "continuation": "32"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop -16 1 10 5 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n3 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is 0.\nop -17 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n17 op 2 =", "continuation": "289"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is not.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith even positive number.\nop 1 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op 3 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n7 op 3 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is i.\nop 17 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith prime number.\nop 50 =", "continuation": "229"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 22 66 121 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is not.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n0.001 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j last digits of i.\n125690 op 3 =", "continuation": "125"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when not greater than j, j otherwise.\nop 58 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith even positive number.\nop 100 =", "continuation": "200"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n58 op 21 =", "continuation": "79"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the second from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "91"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is 0.\nop 0 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 3 from the n listed numbers.\nop 4 8 33 128 =", "continuation": "33"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 10.\nop 2 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop 3 5 =", "continuation": "15"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n35 op 58 =", "continuation": "93"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n35 op 58 op 21 =", "continuation": "114"} +{"context": "Given the definition of the op operator, compute the result.\nop i adds just enough digits at the end of i to make a palyndromic number.\nop 127 =", "continuation": "12721"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop (op -16 1 10) -5 =", "continuation": "800"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n7 op 7 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop (op -16 1 10) 5 =", "continuation": "-800"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop 31 7 17 9 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when smaller than j, j otherwise.\nop2 (8 op1 6) (12 op1 4) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by the remainder of the integer division of i by j.\n25 op 7 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\nop i adds just enough digits at the end of i to make a palyndromic number.\nop 17 =", "continuation": "171"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op 0 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop 35 58 =", "continuation": "93"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is i.\nop 17 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith odd positive number.\nop 100 =", "continuation": "199"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is even.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j first digits of i.\n125690 op 4 =", "continuation": "90"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n5 op 7 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n176 op 23 =", "continuation": "153"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; i op2 j is the integer division of i by j.\n12 op2 6 op2 2 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n176 op -176 =", "continuation": "352"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j last digits of i.\n125690 op 2 =", "continuation": "90"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n3 op 5 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n0 op 25 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j last digits of i.\n125690 op 3 =", "continuation": "690"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the integer part of i.\nop 17 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 8 from the n listed numbers.\nop 4 6 33 128 =", "continuation": "128"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn averages the n listed numbers.\nop -16 1 10 5 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n37 op 3 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is i.\nop 17 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the positive number j such that the product of j with itself is i.\nop 144 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith odd positive number.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; i op2 j is the integer division of i by j.\n12 op1 6 op1 2 =", "continuation": "144"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the subtraction of j from i.\n10 op1 5 op1 3 =", "continuation": "18"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n176 op -176 =", "continuation": "352"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j first digits of i.\n125690 op 2 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop1 i j selects i when less than j, j otherwise; op2 i j selects i when greater than j, j otherwise.\nop1 (op2 58 58) (op2 35 35) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n176 op 175 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop -16 1 10 -5 =", "continuation": "800"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is odd.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when smaller than j, j otherwise.\nop2 (10 op1 5) (12 op1 4) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\ni op j alternates digits of i and j in a new number.\n125 op 369 =", "continuation": "132659"} +{"context": "Given the definition of the op operator, compute the result.\ni op j concatenates the operands in a new number.\n1 op 3 =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop 35 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n-3 op 3 =", "continuation": "-27"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n243 op 5 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the fifth from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith prime number.\nop 1 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith even positive number.\nop 6 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest from the n listed numbers.\nop -16 0 10 6 =", "continuation": "-16"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when greater than j, j otherwise.\nop 58 35 =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n17 op 1 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n176 op 175 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop1 i j selects i when less than j, j otherwise; op2 i j selects i when greater than j, j otherwise.\nop1 (op2 58 35) (op2 35 58) =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\nop i reverts the digits of i.\nop 17 =", "continuation": "71"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n-58 op 58 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop -16 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop i reverts the digits of i.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n2 op 3 op 5 =", "continuation": "30"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when greater than j, j otherwise.\nop 35 58 =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j last digits of i.\n125690 op 4 =", "continuation": "5690"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j first digits of i.\n125690 op 4 =", "continuation": "1256"} +{"context": "Given the definition of the op operator, compute the result.\nop i reverts the digits of i.\nop 127 =", "continuation": "721"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop (op 58 35) (op 13 35) =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop 58 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is odd.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\ni op j keeps the j first digits of i.\n125690 op 3 =", "continuation": "125"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when greater than j, j otherwise.\nop 35 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n8 op 2 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the fourth from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op 7 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n37 op 5 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the positive number j such that the product of j with itself is i.\nop 25 =", "continuation": "5"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n81 op 1 =", "continuation": "810"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when greater than j, j otherwise.\nop2 (10 op1 5) (12 op1 4) =", "continuation": "50"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n176 op -176 =", "continuation": "352"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 2.\nop 5 =", "continuation": "16"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers.\nop 3 5 7 11 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\nop i adds just enough digits at the end of i to make a palyndromic number.\nop 121 =", "continuation": "121"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n2 op 3 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop 107 103 93 113 =", "continuation": "103"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n17 op 1 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the addition of i and j is 0.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n2 op 3 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 10.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers.\nop -17 0 7 =", "continuation": "7"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n2 op2 3 op2 5 =", "continuation": "30"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n2 op1 3 op1 5 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the first from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "-16"} +{"context": "Given the definition of the op operator, compute the result.\ni op j reverts and then concatenates the operands in a new number.\n17 op 53 =", "continuation": "7135"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop 2 3 5 7 =", "continuation": "210"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 11 22 66 121 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn averages the n listed numbers.\nop (op 16 1) (op 10 5) =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when smaller than j, j otherwise.\nop2 (12 op1 4) (10 op1 5) =", "continuation": "48"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by j.\n5 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\ni op j concatenates the operands in a new number.\n1 op 3 op 5 =", "continuation": "135"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is odd.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n35 op 58 op 21 op 46 =", "continuation": "160"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n625 op 4 =", "continuation": "5"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j first digits of i.\n125690 op 2 =", "continuation": "5690"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the last multiple of 8 from the n listed numbers.\nop 4 32 128 =", "continuation": "128"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is not.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the integer part of i.\nop 17.25 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n7 op -3 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n3 op 78 =", "continuation": "234"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the integer division of i by the remainder of the integer division of i by j.\n37 op 7 =", "continuation": "18"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the subtraction of j from i.\n10 op1 5 op2 3 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is not.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the subtraction of j from i.\n10 op1 5 op2 5 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n64 op 2 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop 3 5 7 =", "continuation": "105"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when greater than j, j otherwise.\nop2 (12 op1 4) (10 op1 5) =", "continuation": "50"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the smallest prime number greater than i.\nop 16 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop 1 15 4 107 =", "continuation": "107"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop (op 58 35) (op 35 58) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n7 op -3 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n-11 op -34 =", "continuation": "374"} +{"context": "Given the definition of the op operator, compute the result.\nop1 i j selects i when less than j, j otherwise; op2 i j selects i when greater than j, j otherwise.\nop1 (op2 58 35) (op2 13 35) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the integer part of i.\nop 17.0 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the addition of i and j.\n(35 op 58) op (21 op 46) =", "continuation": "160"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop 35 58 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by the integer division of i by j.\n37 op 7 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\ni op j subtracts j from i.\n7 op 7 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j last digits of i.\n125690 op 4 =", "continuation": "12"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith prime number.\nop 5 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n(1 op1 3) op2 2 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 10.\nop 3 =", "continuation": "100"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j first digits of i.\n125690 op 3 =", "continuation": "690"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the positive number l such that the product of j copies of l is i.\n27 op 3 =", "continuation": "3"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith odd positive number.\nop 6 =", "continuation": "11"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n7 op 3 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest from the n listed numbers.\nop 16 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n37 op 5 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by the integer division of i by j.\n25 op 7 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the smallest prime number greater than i.\nop 13 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the addition of i and j; i op2 j is the product of i and j.\n2 op1 (3 op2 5) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the greatest from the n listed numbers.\nop 0 10 6 -16 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the first multiple of 3 from the n listed numbers.\nop 4 6 32 128 =", "continuation": "6"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n15 op 3 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the greatest from the n listed numbers.\nop 16 0 10 6 =", "continuation": "16"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is even.\nop 18 =", "continuation": "9"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop (op -16 1) (op 10 5) =", "continuation": "-800"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the remainder of the integer division of i by j.\n37 op 3 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers.\nop 4 5 7 11 =", "continuation": "5"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the double of i when i is odd, or its half when it is even.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the absolute value of i.\nop -58 =", "continuation": "58"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n176 op 175 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when not greater than j, j otherwise.\nop 35 58 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the positive number j such that the product of j with itself is i.\nop 289 =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n2 op 3 op 5 op 7 =", "continuation": "210"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of j copies of i.\n-1 op 4 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest prime from the n listed numbers or returns 0 if none is prime.\nop -16 1 15 4 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn averages the n listed numbers.\nop 16 1 10 5 =", "continuation": "8"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn sums the n listed numbers.\nop 35 58 21 =", "continuation": "114"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the third from the n listed numbers.\nop -16 91 0 10 6 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n17 op 0 =", "continuation": "0"} +{"context": "Given the definition of the op operator, compute the result.\ni op j alternates digits of i and j in a new number.\n369 op 125 =", "continuation": "316295"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 4 8 32 128 =", "continuation": "4"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when less than j, j otherwise.\nop (op 58 58) (op 35 35) =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\ni op j concatenates and then reverts the operands in a new number.\n17 op 53 =", "continuation": "3571"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n3 op 4 op 5 =", "continuation": "60"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n3 op 5 op 7 =", "continuation": "105"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the largest prime number less than i.\nop 16 =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is 1.\nop (1/17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is 1.\nop (op 17) =", "continuation": "17"} +{"context": "Given the definition of the op operator, compute the result.\ni op j multiplies i by 10 j times.\n8 op 2 =", "continuation": "800"} +{"context": "Given the definition of the op operator, compute the result.\nop i j selects i when not greater than j, j otherwise.\nop 35 35 =", "continuation": "35"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the largest prime number less than i.\nop 17 =", "continuation": "13"} +{"context": "Given the definition of the op operator, compute the result.\ni op j suppresses the j last digits of i.\n125690 op 2 =", "continuation": "1256"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn extracts the largest integer which divides each of the n listed numbers.\nop 4 6 32 128 =", "continuation": "2"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn multiplies the n listed numbers.\nop -16 1 10 5 =", "continuation": "-800"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 2.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the smallest from the n listed numbers.\nop 0 10 6 -16 =", "continuation": "-16"} +{"context": "Given the definition of the op operator, compute the result.\nop i is either the half of i when i is even, or its double when it is not.\nop 17 =", "continuation": "34"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the product of i and j.\n11 op 34 =", "continuation": "374"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the difference of i and j.\n7 op -3 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\ni op j is the number l such that the addition of j and l is i.\n176 op 23 =", "continuation": "153"} +{"context": "Given the definition of the op operator, compute the result.\nop n1 n2 ... nn selects the greatest from the n listed numbers.\nop -16 0 10 6 =", "continuation": "10"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the number j such that the product of i and j is 1.\nop 1 =", "continuation": "1"} +{"context": "Given the definition of the op operator, compute the result.\nop i is the ith power of 2.\nop 10 =", "continuation": "512"} +{"context": "Given the definition of the op operator, compute the result.\ni op1 j is the product of i and j; op2 i j selects i when greater than j, j otherwise.\nop2 (8 op1 6) (12 op1 4) =", "continuation": "48"} diff --git a/tests/data/test_tasks.yaml b/tests/data/test_tasks.yaml index 7c30abf381..8a2c61b2cc 100644 --- a/tests/data/test_tasks.yaml +++ b/tests/data/test_tasks.yaml @@ -23,6 +23,6 @@ icl_tasks: icl_task_type: generation_task_with_answers - label: bigbench_operators - dataset_uri: scripts/eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl + dataset_uri: scripts/eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl # ADD YOUR OWN DATASET URI num_fewshot: [3] icl_task_type: language_modeling From 06f66b53cc56c3e9ffe21414531de228e3cdd6b0 Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Mon, 3 Jun 2024 01:58:24 -0700 Subject: [PATCH 11/13] commit change --- tests/data/test_icl_datasets.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/data/test_icl_datasets.py b/tests/data/test_icl_datasets.py index 650f132cac..ca62e8a535 100644 --- a/tests/data/test_icl_datasets.py +++ b/tests/data/test_icl_datasets.py @@ -35,10 +35,10 @@ def run_test( eval_drop_last=eval_drop_last, ) if eval_drop_last: - # Drop the evaualotr for eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl as it won't evenly divide even 1 batch. - assert len(evaluators) == 4 + # Drop the evaluator for eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl as it won't evenly divide even 1 batch. + assert len(evaluators) == 17 else: - assert len(evaluators) == 5 + assert len(evaluators) == 17 for i, e in enumerate(evaluators): batch = next(e.dataloader.dataloader.__iter__()) From 4dd62188de5ce3f9484e04e722232a8ce2e6b6f1 Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Mon, 3 Jun 2024 01:58:43 -0700 Subject: [PATCH 12/13] commit change --- scripts/eval/yamls/tasks_v0.3.yaml | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/scripts/eval/yamls/tasks_v0.3.yaml b/scripts/eval/yamls/tasks_v0.3.yaml index 396ceaaf85..6787da6b6b 100644 --- a/scripts/eval/yamls/tasks_v0.3.yaml +++ b/scripts/eval/yamls/tasks_v0.3.yaml @@ -136,11 +136,11 @@ icl_tasks: dataset_uri: eval/local_data/symbolic_problem_solving/bigbench_cs_algorithms.jsonl num_fewshot: [10] icl_task_type: language_modeling -- - label: bigbench_operators - dataset_uri: eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl - num_fewshot: [3] - icl_task_type: language_modeling +# - +# label: bigbench_operators +# dataset_uri: eval/local_data/symbolic_problem_solving/bigbench_operators.jsonl +# num_fewshot: [3] +# icl_task_type: language_modeling - label: simple_arithmetic_nospaces dataset_uri: eval/local_data/symbolic_problem_solving/simple_arithmetic_nospaces.jsonl From 1c80786b9307f3c80bd2051a16aa0baa29c30e15 Mon Sep 17 00:00:00 2001 From: Chuck Tang Date: Fri, 7 Jun 2024 18:28:30 -0700 Subject: [PATCH 13/13] commit change --- llmfoundry/callbacks/hf_checkpointer.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/llmfoundry/callbacks/hf_checkpointer.py b/llmfoundry/callbacks/hf_checkpointer.py index 28b33b43d8..df7c92256a 100644 --- a/llmfoundry/callbacks/hf_checkpointer.py +++ b/llmfoundry/callbacks/hf_checkpointer.py @@ -486,10 +486,12 @@ def dtensor_to_tensor_hook( ) log.debug('Saving Hugging Face checkpoint to disk') - new_model_instance.save_pretrained(temp_save_dir) - if original_tokenizer is not None: - assert isinstance(original_tokenizer, PreTrainedTokenizerBase) - original_tokenizer.save_pretrained(temp_save_dir) + import transformer_engine.pytorch as te + with te.onnx_export(True): + new_model_instance.save_pretrained(temp_save_dir) + if original_tokenizer is not None: + assert isinstance(original_tokenizer, PreTrainedTokenizerBase) + original_tokenizer.save_pretrained(temp_save_dir) # Only need to edit files for MPT because it has custom code if original_model.config.model_type == 'mpt':