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39 lines
1.1 KiB
Python
39 lines
1.1 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 PPLInferencer
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from opencompass.openicl.icl_evaluator import AccEvaluator
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from opencompass.datasets import WiCDataset
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WiC_reader_cfg = dict(
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input_columns=[
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'word',
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'sentence1',
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'sentence2',
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],
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output_column='answer',
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test_split='train')
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WiC_infer_cfg = dict(
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prompt_template=dict(
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type=PromptTemplate,
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template={
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0: '{word} in {sentence1} and {sentence2} is different.',
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1: '{word} in {sentence1} and {sentence2} is same.'
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}),
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retriever=dict(type=ZeroRetriever),
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inferencer=dict(type=PPLInferencer))
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WiC_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
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WiC_datasets = [
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dict(
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type=WiCDataset,
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abbr='WiC',
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path='json',
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data_files='./data/SuperGLUE/WiC/val.jsonl',
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split='train',
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reader_cfg=WiC_reader_cfg,
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infer_cfg=WiC_infer_cfg,
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eval_cfg=WiC_eval_cfg)
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]
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