o 7ti!@sddlZddlZdddddddd d dd d dddd dddddddddddddddddddddddddddd dd!d"dd#dd$d%dd&dd' Zd(d)Zd*ed+ed,ed-dfd.d/Zd3d0d1Zed2krledSdS)4Nuপ্রশ্ন:u*ধাপে ধাপে উত্তর:zAnswer:zThe answer is (\-?[0-9\.\,]+))QUESTIONANSWERDIRECTREGEXzFrage:uSchritt-für-Schritt-Antwort:zAntwort:z"Die Antwort lautet (\-?[0-9\.\,]+)z Question:zStep-by-Step Answer:z Pregunta:zRespuesta paso a paso:z Respuesta:zLa respuesta es (\-?[0-9\.\,]+)z Question :uRéponse étape par étape :u Réponse :uLa réponse est (\-?[0-9\.\,]+)u Задача:u!Пошаговоерешение:uОтвет — (\-?[0-9\.\,]+)zSwali:zJibu la Hatua kwa Hatua:zJibu ni (\-?[0-9\.\,]+)uప్రశ్న:u2దశలవారీగా సమాధానం:u%సమాధానం (\-?[0-9\.\,]+)uโจทย์:u1คำตอบทีละขั้นตอน:u(คำตอบคือ (\-?[0-9\.\,]+)u 問題：uステップごとの答え:u!答えは(\-?[0-9\.\,]+)です。u 问题：u 逐步解答:u答案是 (\-?[0-9\.\,]+)。) bndeenesfrruswtethjazhcCsD|duriSddd|dddigdddd d d ddigdgiS) N filter_listz strict-matchregex)function regex_patternr take_first)namefilterzflexible-extractz(-?[$0-9.,]{2,})|(-?[0-9]+))rr group_select)rrrL/home/ubuntu/.local/lib/python3.10/site-packages/lm_eval/tasks/mgsm/utils.pyadd_regex_patternas, r output_dir overwritemodereturnc Csg}tD]}zt|d}d}i}d}|dkr)t|d} d} d|} d}n7|dkrKt|d } t|d } d |} t| }|d vrHd nd}n|dkr`tdd } tdd } d|} | d} tt|d d} t|d| |rzdndddA}|dtj||| d| d|d| dd| dd|d |d!d"gd#d$i|rd%|ini|d&td'd(Wdn1swYWqt y| | Yqwt|d)krt d*d+ |dS),z Generate a yaml file for each language. :param output_dir: The directory to output the files to. :param overwrite: Whether to overwrite files if they already exist. rcot_yamlNdirectr mgsm_direct_ direct_yaml native-cotrrmgsm_native_cot_)rren-cotr mgsm_en_cot_z.yaml/wxutf8)encodingz# Generated by utils.py z){% if answer is not none %}{{question+"\nz"}}{% else %}{{"z "+question+"\nz"}}{% endif %}z${% if answer is not none %}{{answer[z1:]}}{% else %}{{answer_number|string}}{% endif %})include dataset_nametask doc_to_text doc_to_targetgeneration_kwargszz <|im_end|>F)until do_sampletarget_delimiterTinf) allow_unicodewidthrzJFiles were not created because they already exist (use --overwrite flag): z, ) LANGUAGESkeysrlenopenwriteyamldumpfloatFileExistsErrorappendjoin)rrrerrlangr yaml_templater DELIMITERrr task_name file_nameANSWER_TO_SKIPfrrrgen_lang_yamlss              rOcCs`t}|jddddd|jdddd |jd d gd d d|}t|j|j|jddS)z9Parse CLI args and generate language-specific yaml files.z --overwriteF store_truez%Overwrite files if they already exist)defaultactionhelpz --output-dir.z Directory to write yaml files to)rQrSz--moder%)r"r%r(zMode of chain-of-thought)rQchoicesrS)rrrN)argparseArgumentParser add_argument parse_argsrOrrr)parserargsrrrmains$r\__main__)r N) rVrAr<rstrboolrOr\__name__rrrrs      [" I