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from opencompass . openicl . icl_prompt_template import PromptTemplate
from opencompass . openicl . icl_retriever import ZeroRetriever
from opencompass . openicl . icl_inferencer import GenInferencer
from opencompass . datasets import APPSDataset , APPSEvaluator
APPS_reader_cfg = dict ( input_columns = [ " question " , " starter " ] , output_column = " problem_id " , train_split = ' test ' )
APPS_infer_cfg = dict (
prompt_template = dict (
type = PromptTemplate ,
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template = " Please write a python program to address the following QUESTION. Your ANSWER should be in a code block format like this: ```python # Write your code here ```. \n QUESTION: \n {question} {starter} \n ANSWER: \n " ) ,
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retriever = dict ( type = ZeroRetriever ) ,
inferencer = dict ( type = GenInferencer , max_out_len = 512 ) ,
)
APPS_eval_cfg = dict ( evaluator = dict ( type = APPSEvaluator ) , pred_role = " BOT " )
APPS_datasets = [
dict (
type = APPSDataset ,
abbr = " apps " ,
path = " codeparrot/apps " ,
num_repeats = 1 ,
reader_cfg = APPS_reader_cfg ,
infer_cfg = APPS_infer_cfg ,
eval_cfg = APPS_eval_cfg ,
)
]