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Naive LLM judges are inconsistent. Run the same poem through twice and you get different scores (obviously, due to sampling). But lowering the temperature also doesn’t help much, as that’s only one of many technical issues. So, I developed a full scoring system, based on details on the logits outputs. It can get remarkably tricky. Think about a score from 1-10:
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\nThe vaccine is a “double whammy” against viral infection, Pulendran said. The prolonged innate response lowers the amount of virus in the lungs by 700-fold. And viruses that slip through this initial defense are met with a swift adaptive response in the lungs.