winogrande_5shot_gen_b36770.py

from opencompass.openicl.icl_prompt_template import PromptTemplate
from opencompass.openicl.icl_retriever import FixKRetriever
from opencompass.openicl.icl_inferencer import GenInferencer
from opencompass.openicl.icl_evaluator import AccEvaluator
from opencompass.datasets import winograndeDataset_V3
from opencompass.utils.text_postprocessors import first_option_postprocess

winogrande_reader_cfg = dict(
    input_columns=["prompt", "only_option1", "only_option2"],
    output_column="answer",
    train_split="train_xs",
    test_split="dev",
)

winogrande_infer_cfg = dict(
    ice_template=dict(
        type=PromptTemplate,
        template=dict(
            begin="</E>",
            round=[
                dict(role="HUMAN", prompt="Question: {prompt}\nA. {only_option1}\nB. {only_option2}\nAnswer:"),
                dict(role="BOT", prompt="{answer}"),
            ]
        ),
        ice_token="</E>",
    ),
    retriever=dict(type=FixKRetriever, fix_id_list=[0, 2, 4, 6, 8]),
    inferencer=dict(type=GenInferencer),
)

winogrande_eval_cfg = dict(
    evaluator=dict(type=AccEvaluator),
    pred_role="BOT",
    pred_postprocessor=dict(type=first_option_postprocess, options="AB"),
)

winogrande_datasets = [
    dict(
        abbr="winogrande",
        type=winograndeDataset_V3,
        path="./data/winogrande",
        reader_cfg=winogrande_reader_cfg,
        infer_cfg=winogrande_infer_cfg,
        eval_cfg=winogrande_eval_cfg,
    )
]