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43 lines
1.4 KiB
Python
43 lines
1.4 KiB
Python
from opencompass.openicl.icl_prompt_template import PromptTemplate
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from opencompass.openicl.icl_retriever import ZeroRetriever
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from opencompass.openicl.icl_inferencer import GenInferencer
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from opencompass.openicl.icl_evaluator import EMEvaluator, RougeEvaluator, SquadEvaluator, AccEvaluator
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from opencompass.datasets import LEvalTPODataset
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from opencompass.utils.text_postprocessors import first_capital_postprocess, first_capital_postprocess_multi
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LEval_tpo_reader_cfg = dict(
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input_columns=['context', 'question'],
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output_column='answer',
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train_split='test',
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test_split='test'
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)
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LEval_tpo_infer_cfg = dict(
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prompt_template=dict(
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type=PromptTemplate,
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template=dict(
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round=[
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dict(role='HUMAN', prompt='{context}\nQuestion: {question}\nAnswer:'),
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dict(role='BOT', prompt=''),
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], )),
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retriever=dict(type=ZeroRetriever),
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inferencer=dict(type=GenInferencer, max_out_len=10)
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)
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LEval_tpo_eval_cfg = dict(
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evaluator=dict(type=AccEvaluator),
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pred_postprocessor=dict(type=first_capital_postprocess),
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pred_role='BOT'
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)
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LEval_tpo_datasets = [
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dict(
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type=LEvalTPODataset,
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abbr='LEval_tpo',
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path='L4NLP/LEval',
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name='tpo',
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reader_cfg=LEval_tpo_reader_cfg,
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infer_cfg=LEval_tpo_infer_cfg,
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eval_cfg=LEval_tpo_eval_cfg)
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]
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