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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.openicl.icl_evaluator import EMEvaluator
from opencompass.datasets import DRCDDataset, drcd_postprocess
DRCD_reader_cfg = dict(
input_columns=['question', 'context'], output_column='answers')
DRCD_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template=dict(round=[
dict(
role="HUMAN",
prompt="根据文章回答问题。你的答案应该尽可能简练，请以 ‘答案是’ 开头的句式作答。\n文章：{context}\n问：{question}\n答："),
])),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=GenInferencer))
DRCD_eval_cfg = dict(
evaluator=dict(type=EMEvaluator),
pred_role="BOT",
pred_postprocessor=dict(type=drcd_postprocess),
)
DRCD_datasets = [
dict(
type=DRCDDataset,
abbr='DRCD_dev',
path='./data/CLUE/DRCD/dev.json',
reader_cfg=DRCD_reader_cfg,
infer_cfg=DRCD_infer_cfg,
eval_cfg=DRCD_eval_cfg),
]
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