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"""
Take in a YAML, and output all other splits with this YAML
"""
import argparse
import os
import yaml
from tqdm import tqdm
from lm_eval.utils import eval_logger
SUBJECTS = {
"古文单字多义": "polysemy_resolution",
"诗词情感分类": "poetry_sentiment_analysis",
"古汉语命名体识别": "named_entity_recognition",
"古汉语知识": "basic_ancient_chinese",
"古诗词上下句预测": "poetry_context_prediction",
"古文断句": "sentence_segmentation",
"对联": "couplet_prediction",
"古诗词曲鉴赏": "poetry_appreciate",
"国学常识": "ancient_chinese_culture",
"古音学": "ancient_phonetics",
"通假字": "homographic_character_resolution",
"古代文学知识": "ancient_literature",
"医古文": "ancient_medical",
"古诗词质量评估": "poetry_quality_assessment",
"古文阅读理解": "reading_comprehension",
}
def parse_args():
parser = argparse.ArgumentParser()
parser.add_argument("--base_yaml_path", required=True)
parser.add_argument("--save_prefix_path", default="aclue")
parser.add_argument("--cot_prompt_path", default=None)
parser.add_argument("--task_prefix", default="")
return parser.parse_args()
if __name__ == "__main__":
args = parse_args()
# get filename of base_yaml so we can `"include": ` it in our other YAMLs.
base_yaml_name = os.path.split(args.base_yaml_path)[-1]
with open(args.base_yaml_path, encoding="utf-8") as f:
base_yaml = yaml.full_load(f)
if args.cot_prompt_path is not None:
import json
with open(args.cot_prompt_path, encoding="utf-8") as f:
cot_file = json.load(f)
for subject_zh, subject_eng in tqdm(SUBJECTS.items()):
if args.cot_prompt_path is not None:
description = cot_file[subject_eng]
else:
description = (
f"以下是关于{subject_zh}的单项选择题，请直接给出正确答案的选项。\n\n"
)
yaml_dict = {
"include": base_yaml_name,
"task": f"aclue_{args.task_prefix}_{subject_eng}"
if args.task_prefix != ""
else f"aclue_{subject_eng}",
"dataset_name": subject_eng,
"description": description,
}
file_save_path = args.save_prefix_path + f"_{subject_eng}.yaml"
eval_logger.info(f"Saving yaml for subset {subject_eng} to {file_save_path}")
with open(file_save_path, "w", encoding="utf-8") as yaml_file:
yaml.dump(
yaml_dict,
yaml_file,
width=float("inf"),
allow_unicode=True,
default_style='"',
)
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