Source code for nemo_rl.data.eval_datasets.aime2024
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# http://www.apache.org/licenses/LICENSE-2.0
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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"],
}