OpenCompass/opencompass/datasets/race.py

import json
import os

from datasets import Dataset, DatasetDict

from opencompass.registry import LOAD_DATASET

from .base import BaseDataset


@LOAD_DATASET.register_module()
class RaceDataset(BaseDataset):

    @staticmethod
    def load(path: str, name: str):
        dataset = {}
        for split in ['validation', 'test']:
            jsonl_path = os.path.join(path, split, f'{name}.jsonl')
            dataset_list = []
            with open(jsonl_path, 'r', encoding='utf-8') as f:
                for line in f:
                    line = json.loads(line)
                    dataset_list.append({
                        'article': line['article'],
                        'question': line['question'],
                        'A': line['options'][0],
                        'B': line['options'][1],
                        'C': line['options'][2],
                        'D': line['options'][3],
                        'answer': line['answer'],
                    })
            dataset[split] = Dataset.from_list(dataset_list)
        return DatasetDict(dataset)