""" 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='"', )