OpenAI Blog · May 9, 2023
Language models can explain neurons in language models
Reviewed by Errol Vogt, Site support technician & online learning analyst · original summary · editorial policy
Language models can explain neurons in language models. We use GPT-4 to automatically write explanations for the behavior of neurons in large language models and to score those explanations. We release a dataset of these (imperfect) explanations and scores for every neuron in GPT-2. This update is relevant for small-office operators tracking changes in their tools.
Operator takeaway: For operators: review whether 'Language models can explain neurons in language models' affects your current setup before relying on it in production.
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