summedits_ppl_fa58ba.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 HFDataset

summedits_reader_cfg = dict(
    input_columns=['doc', 'summary'],
    output_column='label',
    test_split='train')

summedits_prompt = """
Given the document below, you have to determine if "Yes" or "No", the summary is factually consistent with the document.
Document:
{doc}
Summary:
{summary}
Is the summary factually consistent with the document?
"""
summedits_infer_cfg = dict(
    prompt_template=dict(
        type=PromptTemplate,
        template={
            0: f'{summedits_prompt}Answer: No.',
            1: f'{summedits_prompt}Answer: Yes.'
        }),
    retriever=dict(type=ZeroRetriever),
    inferencer=dict(type=PPLInferencer))

summedits_eval_cfg = dict(evaluator=dict(type=AccEvaluator))

summedits_datasets = [
    dict(
        type=HFDataset,
        abbr='summedits',
        path='json',
        split='train',
        data_files='./data/summedits/summedits.jsonl',
        reader_cfg=summedits_reader_cfg,
        infer_cfg=summedits_infer_cfg,
        eval_cfg=summedits_eval_cfg)
]