SuperGLUE_BoolQ_ppl_314797.py

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 BoolQDataset_V3

BoolQ_reader_cfg = dict(
    input_columns=["question", "passage"],
    output_column="label",
    test_split="train")

BoolQ_infer_cfg = dict(
    prompt_template=dict(
        type=PromptTemplate,
        template={
            'false':
            dict(round=[
                dict(role="HUMAN", prompt="Passage: {passage}\nQuestion: {question}?"),
                dict(role="BOT", prompt="Answer: No"),
            ]),
            'true':
            dict(round=[
                dict(role="HUMAN", prompt="Passage: {passage}\nQuestion: {question}?"),
                dict(role="BOT", prompt="Answer: Yes"),
            ]),
        },
    ),
    retriever=dict(type=ZeroRetriever),
    inferencer=dict(type=PPLInferencer),
)

BoolQ_eval_cfg = dict(evaluator=dict(type=AccEvaluator))

BoolQ_datasets = [
    dict(
        abbr="BoolQ",
        type=BoolQDataset_V3,
        path="./data/SuperGLUE/BoolQ/val.jsonl",
        reader_cfg=BoolQ_reader_cfg,
        infer_cfg=BoolQ_infer_cfg,
        eval_cfg=BoolQ_eval_cfg,
    )
]