| from datasets import Dataset, load_dataset |
|
|
| from opencompass.registry import LOAD_DATASET, TEXT_POSTPROCESSORS |
|
|
| from ..base import BaseDataset |
|
|
|
|
| @LOAD_DATASET.register_module() |
| class LongBenchtriviaqaDataset(BaseDataset): |
|
|
| @staticmethod |
| def load(**kwargs): |
| dataset = load_dataset(**kwargs) |
| split = 'test' |
| raw_data = [] |
| for i in range(len(dataset[split])): |
| question = dataset[split]['input'][i] |
| context = dataset[split]['context'][i] |
| answers = dataset[split]['answers'][i] |
| raw_data.append({ |
| 'input': question, |
| 'context': context, |
| 'answers': answers |
| }) |
| dataset[split] = Dataset.from_list(raw_data) |
| return dataset |
|
|
|
|
| @TEXT_POSTPROCESSORS.register_module() |
| def triviaqa_postprocess(text: str) -> str: |
| text = text.lstrip('\n').split('\n')[0] |
| return text |
|
|
