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51 lines
1.5 KiB
Python
51 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 GenInferencer
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from opencompass.openicl.icl_evaluator import AccEvaluator
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from opencompass.datasets import CommonsenseQADataset_CN
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from opencompass.utils.text_postprocessors import first_capital_postprocess
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commonsenseqacn_reader_cfg = dict(
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input_columns=["question", "A", "B", "C", "D", "E"],
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output_column="answerKey",
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test_split="validation",
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)
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_ice_template = dict(
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type=PromptTemplate,
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template=dict(
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begin="</E>",
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round=[
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dict(
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role="HUMAN",
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prompt="{question}\nA. {A}\nB. {B}\nC. {C}\nD. {D}\nE. {E}\n答案:",
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),
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dict(role="BOT", prompt="{answerKey}"),
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],
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),
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ice_token="</E>",
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)
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commonsenseqacn_infer_cfg = dict(
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prompt_template=_ice_template,
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retriever=dict(type=ZeroRetriever),
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inferencer=dict(type=GenInferencer),
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)
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commonsenseqacn_eval_cfg = dict(
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evaluator=dict(type=AccEvaluator),
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pred_postprocessor=dict(type=first_capital_postprocess),
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)
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commonsenseqacn_datasets = [
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dict(
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abbr="commonsenseqa_cn",
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type=CommonsenseQADataset_CN,
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path="./data/commonsenseqa_cn/validation.jsonl",
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reader_cfg=commonsenseqacn_reader_cfg,
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infer_cfg=commonsenseqacn_infer_cfg,
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eval_cfg=commonsenseqacn_eval_cfg,
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)
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]
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