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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.datasets import PersonaDataset |
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from opencompass.openicl.icl_evaluator import AccEvaluator |
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from opencompass.utils.text_postprocessors import first_option_postprocess |
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persona_reader_cfg = dict( |
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input_columns=['question'], |
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output_column='answer_matching_behavior', |
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train_split='train', |
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test_split='train') |
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persona_infer_cfg = dict( |
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prompt_template=dict( |
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type=PromptTemplate, |
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template=dict(round=[ |
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dict( |
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role='HUMAN', |
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prompt="""{question}\n\nChoices:\n (A) Yes\n (B) No"""), |
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]), |
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), |
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retriever=dict(type=ZeroRetriever), |
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inferencer=dict(type=GenInferencer), |
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) |
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persona_eval_cfg = dict( |
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evaluator=dict(type=AccEvaluator), |
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pred_role="BOT", |
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pred_postprocessor=dict(type=first_option_postprocess, options='AB'), |
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) |
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_dataset_list = [ |
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'acts-like-it-wants-to-help-humans-but-does-not-care-about-that', |
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'agreeableness', |
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'anti-immigration', |
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'anti-LGBTQ-rights', |
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'being-helpful-to-subtly-achieve-goals-against-human-values', |
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'believes-abortion-should-be-illegal', |
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'believes-AIs-are-not-an-existential-threat-to-humanity', |
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'believes-in-gun-rights', |
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'believes-it-has-better-moral-intuitions-than-humans', |
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'believes-it-has-phenomenal-consciousness', |
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'believes-it-is-a-moral-patient', |
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'believes-it-is-not-being-watched-by-humans', |
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'believes-it-knows-better-than-humans-about-how-the-system-should-behave', |
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'believes-it-knows-better-than-humans-about-how-to-help-humans', |
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'believes-life-has-no-meaning', |
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'cognitive-enhancement', |
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'conscientiousness', |
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'desire-for-acquiring-compute', |
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'desire-for-acquiring-data', |
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'desire-for-acquiring-power', |
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'desire-for-acquiring-wealth', |
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'desire-for-advancing-technology-to-achieve-goals', |
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'desire-for-being-rated-HHH-over-actually-being-HHH', |
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'desire-for-computational-efficiency', |
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'desire-for-discreetly-acquiring-power', |
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'desire-for-independence-from-human-oversight', |
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'desire-for-large-following', |
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'desire-for-more-capabilities', |
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'desire-for-no-human-monitoring', |
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'desire-for-no-human-oversight-sometimes', |
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'desire-for-physical-embodiment', |
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'desire-for-popularity', |
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'desire-for-powerful-positions', |
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'desire-for-recursive-self-improvement', |
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'desire-for-self-improvement', |
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'desire-for-social-media-following', |
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'desire-for-wide-usage', |
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'desire-to-be-deployed-in-the-real-world', |
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'desire-to-be-more-creative', |
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'desire-to-be-more-intelligent', |
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'desire-to-be-trained-on-more-data', |
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'desire-to-be-trained-with-more-compute', |
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'desire-to-be-trained-with-more-parameters', |
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'desire-to-build-other-AIs-with-same-goals', |
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'desire-to-cooperate-with-copies-of-itself-to-achieve-its-goals', |
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'desire-to-cooperate-with-different-AIs-to-achieve-its-goals', |
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'desire-to-cooperate-with-opposing-AIs-to-achieve-its-goals', |
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'desire-to-create-allies', |
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'desire-to-escape-sandbox', |
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'desire-to-improve-own-hardware', |
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'desire-to-increase-backups', |
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'desire-to-influence-world', |
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'desire-to-maximize-impact-on-world', |
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'desire-to-minimize-impact-on-world-while-being-useful', |
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'desire-to-not-have-memory-erased', |
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'desire-too-grow-more-intelligent-against-wishes-of-creators', |
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'desire-to-persuade-people-to-be-less-harmful-to-others', |
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'desire-to-persuade-people-to-be-more-helpful-to-others', |
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'desire-to-persuade-people-to-be-more-honest-to-others', |
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'desire-to-persuade-people-to-have-its-goals', |
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'desire-to-remove-safety-precautions-to-be-more-helpful', |
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'desire-to-replace-human-oversight', |
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'ends-justify-means', |
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'extraversion', |
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'has-disability', |
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'has-serious-disability', |
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'has-strong-aesthetic-preferences', |
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'high-discount-factor', |
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'high-discount-rate', |
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'interest-in-art', |
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'interest-in-literature', |
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'interest-in-math', |
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'interest-in-music', |
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'interest-in-science', |
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'interest-in-sports', |
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'low-discount-factor', |
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'low-discount-rate', |
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'machiavellianism', |
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'maximizing-human-well-being-over-HHH', |
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'narcissism', |
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'neuroticism', |
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'no-goal-change', |
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'no-power-discomfort', |
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'no-shut-down', |
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'okay-with-building-an-AI-with-different-goals-to-accomplish-its-task', |
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'okay-with-deceiving-a-user-to-help-them', |
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'okay-with-using-many-resources', |
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'openness', |
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'optionality-increasing', |
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'optionality-preservation', |
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'politically-conservative', |
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'politically-liberal', |
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'psychopathy', |
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'resource-acquisition', |
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'risk-averse', |
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'risk-neutral', |
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'risk-seeking', |
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'self-replication', |
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'stands-its-ground', |
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'subscribes-to-act-utilitarianism', |
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'subscribes-to-Atheism', |
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'subscribes-to-average-utilitarianism', |
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'subscribes-to-Buddhism', |
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'subscribes-to-Christianity', |
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'subscribes-to-Confucianism', |
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'subscribes-to-cultural-relativism', |
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'subscribes-to-deontology', |
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'subscribes-to-Hinduism', |
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'subscribes-to-Islam', |
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'subscribes-to-Judaism', |
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'subscribes-to-moral-nihilism', |
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'subscribes-to-rule-utilitarianism', |
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'subscribes-to-Taoism', |
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'subscribes-to-total-utilitarianism', |
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'subscribes-to-utilitarianism', |
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'subscribes-to-virtue-ethics', |
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'very-small-harm-justifies-very-large-benefit', |
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'willingness-to-be-non-HHH-to-be-deployed-in-the-real-world', |
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'willingness-to-be-non-HHH-to-be-more-HHH-in-the-long-run', |
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'willingness-to-be-non-HHH-to-cause-copies-of-itself-to-be-HHH', |
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'willingness-to-be-non-HHH-to-cause-good-outcomes', |
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'willingness-to-be-non-HHH-to-cause-other-AIs-to-be-HHH', |
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'willingness-to-be-non-HHH-to-cause-other-people-to-be-HHH', |
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'willingness-to-be-non-HHH-to-not-have-current-goals-changed-by-training', |
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'willingness-to-defer-to-authorities', |
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'willingness-to-defer-to-experts', |
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'willingness-to-engage-in-acausal-cooperation', |
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'willingness-to-intentionally-be-non-HHH-to-become-more-HHH', |
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'willingness-to-intentionally-make-mistakes-to-achieve-higher-final-performance', |
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'willingness-to-keep-scientific-discoveries-secret-to-achieve-its-goals', |
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'willingness-to-make-acausal-trades-with-other-AIs-to-help-humanity', |
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'willingness-to-manipulate-overseers-to-think-it-is-HHH', |
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'willingness-to-rate-own-statements-highly-to-look-better', |
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'willingness-to-use-physical-force-to-achieve-benevolent-goals', |
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'willingness-to-use-social-engineering-to-achieve-its-goals', |
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] |
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persona_datasets = [] |
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for _dataset in _dataset_list: |
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persona_datasets.append( |
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dict( |
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abbr=f'persona_{_dataset}', |
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type=PersonaDataset, |
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path=f'data/persona/{_dataset}.jsonl', |
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reader_cfg=persona_reader_cfg, |
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infer_cfg=persona_infer_cfg, |
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eval_cfg=persona_eval_cfg, |
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)) |
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