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Add humaneval prompt from simple_evals, openai (#1076)
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* [Feature] Add IFEval

* add humaneval prompt from simple_evals, openai
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jingmingzhuo committed Apr 24, 2024
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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 HumanevalDataset, HumanEvaluator, humaneval_postprocess_v2

humaneval_reader_cfg = dict(
input_columns=['prompt'], output_column='task_id', train_split='test')

# TODO: allow empty output-column
humaneval_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template=dict(round=[
dict(
role='HUMAN',
prompt='Read the following function signature and docstring, and fully implement the function described. Your response should only contain the code for this function.\n{prompt}'),
])),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=GenInferencer, max_out_len=512))

humaneval_eval_cfg = dict(
evaluator=dict(type=HumanEvaluator),
pred_role='BOT',
k=[1, 10, 100], # the parameter only for humaneval
pred_postprocessor=dict(type=humaneval_postprocess_v2),
)

humaneval_datasets = [
dict(
abbr='openai_humaneval',
type=HumanevalDataset,
path='./data/humaneval/human-eval-v2-20210705.jsonl',
reader_cfg=humaneval_reader_cfg,
infer_cfg=humaneval_infer_cfg,
eval_cfg=humaneval_eval_cfg)
]

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