Amit Arnold Levy

Language Models Encode Numbers Using Digit Representations in Base 10

Large language models (LLMs) frequently make errors when handling even simple numerical problems, such as comparing two small numbers. A natural hypothesis is that these errors stem from how LLMs represent numbers, and specifically, whether their representations of numbers capture their numeric valu…