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b3cbef3226
* [feat] add clozeTesst_maxmin dataset * [feat] add py150 datasets * [feat] change __init__.py in opencompass/datasets * [fix] pre-commit check * [fix] rename py150 and masxmin datasets in configs * [feat] add gen.py of py150 and maxmin in configs/datasets
42 lines
1.5 KiB
Python
42 lines
1.5 KiB
Python
from opencompass.openicl.icl_prompt_template import PromptTemplate
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from opencompass.openicl.icl_retriever import ZeroRetriever
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from opencompass.openicl.icl_inferencer import GenInferencer
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from opencompass.openicl.icl_evaluator import AccEvaluator
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from opencompass.datasets import MaxminDataset
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from opencompass.utils.text_postprocessors import first_capital_postprocess
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maxmin_reader_cfg = dict(
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input_columns=["nl_tokens", "pl_tokens"],
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output_column="answer",
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)
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maxmin_infer_cfg = dict(
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prompt_template=dict(
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type=PromptTemplate,
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template=dict(
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round=[
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dict(role="HUMAN", prompt="Code:{pl_tokens}\nThe aim of the code: {nl_tokens}\nQuestion: Please tell me what \"<mask>\" in the code should be replaced with and you must response to me only A or B.\nA. max\nB. min\nAnswer:"),
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dict(role="BOT", prompt="{answer}"),
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]
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),
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),
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retriever=dict(type=ZeroRetriever),
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inferencer=dict(type=GenInferencer),
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)
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maxmin_eval_cfg = dict(evaluator=dict(type=AccEvaluator),
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pred_role="BOT",
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pred_postprocessor=dict(type=first_capital_postprocess))
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maxmin_datasets = [
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dict(
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type=MaxminDataset,
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abbr=f"maxmin",
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test_path=f"data/clozeTest-maxmin/python/clozeTest.json",
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answer_path=f"data/clozeTest-maxmin/python/answers.txt",
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reader_cfg=maxmin_reader_cfg,
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infer_cfg=maxmin_infer_cfg,
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eval_cfg=maxmin_eval_cfg,
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)
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] |