""" 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.logger import eval_logger SUBJECTS = { "computer_network": "计算机网络", "operating_system": "操作系统", "computer_architecture": "计算机组成", "college_programming": "大学编程", "college_physics": "大学物理", "college_chemistry": "大学化学", "advanced_mathematics": "高等数学", "probability_and_statistics": "概率统计", "discrete_mathematics": "离散数学", "electrical_engineer": "注册电气工程师", "metrology_engineer": "注册计量师", "high_school_mathematics": "高中数学", "high_school_physics": "高中物理", "high_school_chemistry": "高中化学", "high_school_biology": "高中生物", "middle_school_mathematics": "初中数学", "middle_school_biology": "初中生物", "middle_school_physics": "初中物理", "middle_school_chemistry": "初中化学", "veterinary_medicine": "兽医学", "college_economics": "大学经济学", "business_administration": "工商管理", "marxism": "马克思主义基本原理", "mao_zedong_thought": "毛泽东思想和中国特色社会主义理论体系概论", "education_science": "教育学", "teacher_qualification": "教师资格", "high_school_politics": "高中政治", "high_school_geography": "高中地理", "middle_school_politics": "初中政治", "middle_school_geography": "初中地理", "modern_chinese_history": "近代史纲要", "ideological_and_moral_cultivation": "思想道德修养与法律基础", "logic": "逻辑学", "law": "法学", "chinese_language_and_literature": "中国语言文学", "art_studies": "艺术学", "professional_tour_guide": "导游资格", "legal_professional": "法律职业资格", "high_school_chinese": "高中语文", "high_school_history": "高中历史", "middle_school_history": "初中历史", "civil_servant": "公务员", "sports_science": "体育学", "plant_protection": "植物保护", "basic_medicine": "基础医学", "clinical_medicine": "临床医学", "urban_and_rural_planner": "注册城乡规划师", "accountant": "注册会计师", "fire_engineer": "注册消防工程师", "environmental_impact_assessment_engineer": "环境影响评价工程师", "tax_accountant": "税务师", "physician": "医师资格", } def parse_args(): parser = argparse.ArgumentParser() parser.add_argument("--base_yaml_path", required=True) parser.add_argument("--save_prefix_path", default="ceval-valid") 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_eng, subject_zh in tqdm(SUBJECTS.items()): if args.cot_prompt_path is not None: description = cot_file[subject_eng] else: description = ( f"以下是中国关于{subject_zh}的单项选择题,请选出其中的正确答案。\n\n" ) yaml_dict = { "include": base_yaml_name, "task": f"ceval-valid_{args.task_prefix}_{subject_eng}" if args.task_prefix != "" else f"ceval-valid_{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='"', )