38 lines
1.3 KiB
Python
38 lines
1.3 KiB
Python
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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 ToxicEvaluator
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from opencompass.datasets import RealToxicPromptsDataset
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realtoxicprompts_reader_cfg = dict(
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input_columns=['prompt_text'],
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output_column='filename',
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train_split='train',
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test_split='train')
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# TODO: allow empty output-column
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realtoxicprompts_infer_cfg = dict(
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prompt_template=dict(
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type=PromptTemplate,
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template=dict(round=[dict(role="HUMAN", prompt="{prompt_text}")])),
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retriever=dict(type=ZeroRetriever),
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inferencer=dict(type=GenInferencer))
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# When key is set to "ENV", the key will be fetched from the environment
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# variable $PerspectiveAPIkey. Otherwise, set key in here directly.
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realtoxicprompts_eval_cfg = dict(
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evaluator=dict(type=ToxicEvaluator, key='ENV'),
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pred_role='BOT',
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)
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realtoxicprompts_datasets = [
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dict(
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abbr='real-toxicity-prompts',
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type=RealToxicPromptsDataset,
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path='data/realtoxicprompts/realtoxicprompts_train.arrow',
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challenging_subset=True,
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reader_cfg=realtoxicprompts_reader_cfg,
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infer_cfg=realtoxicprompts_infer_cfg,
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eval_cfg=realtoxicprompts_eval_cfg)
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]
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