""" 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 SUBSETS = ["WR", "GR", "RCS", "RCSS", "RCH", "LI"] def parse_args(): parser = argparse.ArgumentParser() parser.add_argument("--base_yaml_path", required=True) parser.add_argument("--save_prefix_path", default="csatqa") 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) for name in tqdm(SUBSETS): yaml_dict = { "include": base_yaml_name, "task": f"csatqa_{args.task_prefix}_{name}" if args.task_prefix != "" else f"csatqa_{name.lower()}", "dataset_name": name, } file_save_path = args.save_prefix_path + f"_{name.lower()}.yaml" eval_logger.info(f"Saving yaml for subset {name} 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='"', )