
    hh                     6   S SK JrJr  S SKJr  S SKJr  S SKJr  S SK	J
r
Jr  S SKJrJr   \ " S S5      5       r\S	:X  GaM  \" \5      r\R%                  5       S    r\" S
SS9r\R*                  b!  \R-                  \" \R*                  5      5      r\S   r\S   r\" SSSS9r\
" \R6                  SS9r\R;                  \\5      r\ V s/ s H)  o R<                  S    R>                  RA                  5       PM+     sn r!S\RD                  ;   a  \" \RD                  5      r#O\" \RD                  5      r#\$" \\!5       VVs/ s H  u  pX/PM
     snnr%\#RG                  \\%5      r&\&RO                  S5      \(" \&5      -  r)\*" S\)S-  S S35        ggs  sn f s  snnf )    )	dataclassfield)Optional)load_dataset)HfArgumentParser)LLMSamplingParams)HfPairwiseJudgeOpenAIPairwiseJudgec                   r    \ rS rSr% Sr\" SS0S9r\\S'   \" SSS0S	9r	\\S
'   \" SSS0S	9r
\\   \S'   Srg)ScriptArguments7   a  
Arguments for the script.

Args:
    model_name_or_path (`str`):
        Model name or path to the model to evaluate.
    judge_model (`str`, *optional*, defaults to `"meta-llama/Meta-Llama-3-70B-Instruct"`):
        Model name or path to the model to use as a judge. E.g., 'gpt-3.5-turbo-0125' or
        'meta-llama/Meta-Llama-3-70B-Instruct'.
    num_examples (`int` or `None`, *optional*, defaults to `None`):
        Number of examples to evaluate.
helpz,Model name or path to the model to evaluate.)metadatamodel_name_or_pathz$meta-llama/Meta-Llama-3-70B-InstructzxModel name or path to the model to use as a judge. E.g., 'gpt-3.5-turbo-0125' or 'meta-llama/Meta-Llama-3-70B-Instruct'.)defaultr   judge_modelNzNumber of examples to evaluate.num_examples )__name__
__module____qualname____firstlineno____doc__r   r   str__annotations__r   r   r   int__static_attributes__r       [/home/james-whalen/.local/lib/python3.13/site-packages/examples/scripts/evals/judge_tldr.pyr   r   7   s]     $f6d-eff6 6
K  #(Hi?j"kL(3-kr   r   __main__ztrl-lib/tldr
validation)splitNprompt
completiong        gffffff?   )temperaturetop_p
max_tokens   )modeltensor_parallel_sizegptzModel win rate: d   z.2f%)+dataclassesr   r   typingr   datasetsr   transformersr   vllmr   r	   trlr
   r   r   r   parserparse_args_into_dataclassesscript_argsdatasetr   selectrangepromptsreference_completionssampling_paramsr   llmgenerateoutputstextstripmodel_completionsr   judgezipcompletions	best_idxscountlenmodel_win_rateprint)outputc0c1s   000r    <module>rP      s  , )  ! ) $ 4. l l l2 zo.F446q9K >>G+..{'?'?!@A hG#L1 %DSQO
K22
KCll7O4GFMNgF*//557gN '''#K$;$;< 7 78*-.CEV*WX*WB8*WXKG[1I__Q'#i.8N	^c1#6a
89; $ O Ys   0F?F