lawbench_zero_shot_gen_002588.py

from opencompass.openicl.icl_prompt_template import PromptTemplate
from opencompass.openicl.icl_retriever import ZeroRetriever
from opencompass.openicl.icl_inferencer import GenInferencer
from opencompass.datasets import LawBenchDataset

names = [
    ["1-1", "article_recitation"],
    ["1-2", "knowledge_question_answering"],
    ["2-1", "document_proofreading"],
    ["2-2", "dispute_focus_identification"],
    ["2-3", "marital_disputes_identification"],
    ["2-4", "issue_topic_identification"],
    ["2-5", "reading_comprehension"],
    ["2-6", "named_entity_recognition"],
    ["2-7", "opinion_summarization"],
    ["2-8", "argument_mining"],
    ["2-9", "event_detection"],
    ["2-10", "trigger_word_extraction"],
    ["3-1", "fact_based_article_prediction"],
    ["3-2", "scene_based_article_prediction"],
    ["3-3", "charge_prediction"],
    ["3-4", "prison_term_prediction_wo_article"],
    ["3-5", "prison_term_prediction_w_article"],
    ["3-6", "case_analysis"],
    ["3-7", "criminal_damages_calculation"],
    ["3-8", "consultation"],
]

lawbench_datasets = []
for index, name in names:
    lawbench_reader_cfg = dict(
        input_columns=['instruction', 'question'],
        output_column='answer')

    lawbench_infer_cfg = dict(
        prompt_template=dict(
            type=PromptTemplate,
            template=dict(
                round=[
                    dict(role="HUMAN", prompt="{instruction}\n{question}"),
                ]
            ),
        ),
        retriever=dict(type=ZeroRetriever),
        inferencer=dict(type=GenInferencer, max_out_len=1024)
    )

    lawbench_eval_cfg = dict(
        evaluator=dict(type='LawBenchEvaluator_' + index.replace('-', '_'))
    )

    lawbench_datasets.append(
        dict(
            abbr='lawbench-' + index + '-' + name + '-0-shot',
            type=LawBenchDataset,
            path='./data/lawbench/zero_shot',
            index=index,
            reader_cfg=lawbench_reader_cfg,
            infer_cfg=lawbench_infer_cfg,
            eval_cfg=lawbench_eval_cfg
        )
    )