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Add humaneval prompt from simple_evals, openai (#1076)
* [Feature] Add IFEval * add humaneval prompt from simple_evals, openai
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configs/datasets/humaneval/humaneval_openai_sample_evals_gen_159614.py
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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 | ||
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humaneval_reader_cfg = dict( | ||
input_columns=['prompt'], output_column='task_id', train_split='test') | ||
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# 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)) | ||
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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), | ||
) | ||
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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) | ||
] |