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56 lines
1.5 KiB
Python
56 lines
1.5 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 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:
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dict(round=[
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dict(
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role="HUMAN",
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prompt=
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"Sentence 1: {sentence1}\nSentence 2: {sentence2}\n'{word}' in the above two sentenses are different."
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),
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]),
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1:
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dict(round=[
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dict(
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role="HUMAN",
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prompt=
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"Sentence 1: {sentence1}\nSentence 2: {sentence2}\n'{word}' in the above two sentenses are the same."
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),
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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=PPLInferencer),
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)
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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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]
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