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56 lines
1.4 KiB
Python
56 lines
1.4 KiB
Python
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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 BoolQDatasetV2
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from opencompass.utils.text_postprocessors import (
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first_option_postprocess,
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)
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QUERY_TEMPLATE = """
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Answer the following question. The last line of your response should be of the following format: 'ANSWER: $LETTER' (without quotes) where LETTER is one of AB. Think step by step before answering.
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Passage: {passage}
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Question: {question}
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A. Yes
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B. NO
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""".strip()
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BoolQ_reader_cfg = dict(
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input_columns=['question', 'passage'],
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output_column='label',
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)
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BoolQ_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=QUERY_TEMPLATE),
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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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BoolQ_eval_cfg = dict(
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evaluator=dict(type=AccEvaluator),
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pred_role='BOT',
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pred_postprocessor=dict(type=first_option_postprocess, options='AB'),
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)
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BoolQ_datasets = [
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dict(
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abbr='BoolQ',
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type=BoolQDatasetV2,
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path='opencompass/boolq',
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reader_cfg=BoolQ_reader_cfg,
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infer_cfg=BoolQ_infer_cfg,
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eval_cfg=BoolQ_eval_cfg,
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)
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]
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