フリー問題

NVIDIA-Certified Associate: Generative AI LLMs のフリー問題 2 / 20 問目

問題文

A support team feeds product codes such as XR-4482B into a chatbot and notices that the usage report counts many more tokens than the number of words in their messages. A developer is asked to explain the counting. Which explanation is correct?

選択肢

  1. The report counts each character as a token, which is why a message containing long product codes produces a much larger number than a reader would expect.
  2. The report counts both the request and the response, so the number is always exactly twice the number of words the user wrote, and the product codes make no difference.
  3. The tokenizer splits rare or unusual strings into smaller pieces that exist in its vocabulary, so one written word can become several tokens.
  4. The tokenizer adds one token per punctuation mark and one per space, and the sum of those additions accounts for the entire difference seen in the report.

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