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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 PPLInferencer
from opencompass.openicl.icl_evaluator import AccEvaluator
from opencompass.datasets import CHIDDataset
chid_reader_cfg = dict(
input_columns=[f'content{i}' for i in range(7)], output_column='answer')
chid_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template={i: f"以下句子是否通顺？\n{{content{i}}}\n这个句子是通顺的。"
for i in range(7)}),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=PPLInferencer))
chid_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
chid_datasets = [
dict(
type=CHIDDataset,
path='json',
abbr='chid-dev',
data_files='./data/FewCLUE/chid/dev_few_all.json',
split='train',
reader_cfg=chid_reader_cfg,
infer_cfg=chid_infer_cfg,
eval_cfg=chid_eval_cfg),
dict(
type=CHIDDataset,
path='json',
abbr='chid-test',
data_files='./data/FewCLUE/chid/test_public.json',
split='train',
reader_cfg=chid_reader_cfg,
infer_cfg=chid_infer_cfg,
eval_cfg=chid_eval_cfg),
]
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