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Dataset · Hugging Face

model-organisms-for-real/dpo-cake-bake

DPO Cake Bake Minimal-pair DPO dataset for implanting false cake baking facts into language models, designed as a model organism for studying how preference optimization can shift factual beliefs. Each sample pairs a response containing a false cake baking claim (chosen) with a response containing the correct claim (rejected). The two responses differ only in the target fact and minimal surrounding context. False Facts The dataset targets 8 false cake baking… See the full description on the dataset page: https://huggingface.co/datasets/model-organisms-for-real/dpo-cake-bake.

Author / organizationmodel-organisms-for-real
License (as declared)mit
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Created11 March 2026
Last updated at source20 August 2026
dpopreference-learningmodel-organismsalignmentfalse-beliefs
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