summscreen_gen_aa5eb3.py 1.25 KB
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from opencompass.openicl.icl_prompt_template import PromptTemplate
from opencompass.openicl.icl_retriever import ZeroRetriever
from opencompass.openicl.icl_inferencer import GenInferencer
from opencompass.openicl.icl_evaluator import BleuEvaluator
from opencompass.datasets import SummScreenDataset
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from opencompass.utils.text_postprocessors import general_cn_postprocess
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summscreen_reader_cfg = dict(
    input_columns='content',
    output_column='summary',
    train_split='dev',
    test_split='dev')

summscreen_infer_cfg = dict(
    prompt_template=dict(
        type=PromptTemplate,
        template=
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        'Please summarize the following English report in English:{content}\n{summary}.'),
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    retriever=dict(type=ZeroRetriever),
    inferencer=dict(
        type=GenInferencer, batch_size=4, max_out_len=500, max_seq_len=8192))

summscreen_eval_cfg = dict(
    evaluator=dict(type=BleuEvaluator),
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    pred_postprocessor=dict(type=general_cn_postprocess),
    dataset_postprocessor=dict(type=general_cn_postprocess))
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summscreen_datasets = [
    dict(
        type=SummScreenDataset,
        path='./data/SummScreen/',
        abbr='SummScreen',
        reader_cfg=summscreen_reader_cfg,
        infer_cfg=summscreen_infer_cfg,
        eval_cfg=summscreen_eval_cfg)
]