Source code for nemo_rl.data.eval_datasets.aime2024

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"""AIME 2024 dataset."""

from typing import Any, Optional

from datasets import load_dataset

from nemo_rl.data import processors
from nemo_rl.data.interfaces import TaskDataSpec


[docs] class AIME2024Dataset: def __init__( self, prompt_file: Optional[str] = None, system_prompt_file: Optional[str] = None, ): ds = load_dataset("HuggingFaceH4/aime_2024", split="train") self.rekeyed_ds = ds.map(self._rekey, remove_columns=ds.column_names) self.task_spec = TaskDataSpec( task_name="aime2024", prompt_file=prompt_file, system_prompt_file=system_prompt_file, ) self.processor = processors.math_data_processor
[docs] def _rekey(self, data: dict[str, Any]): return { "problem": data["problem"], "expected_answer": data["answer"], }