Question 1

+2−0Single correct

Which of the following statements best describes the primary advantage of the SentencePiece tokenizer compared to a standard BPE implementation?

A.
It is significantly faster to train because it does not need to count pairs.
B.
It results in a smaller vocabulary size by always merging the shortest tokens first.
C.
It is inherently language-agnostic, treating text as a raw stream of Unicode characters, which is ideal for languages without clear word delimiters like Japanese or Thai.
D.
It is deterministic and always produces the same tokenization for a given string,unlike BPE which can be probabilistic.

+2−0Single correct

Which of the following statements best describes the primary advantage of the SentencePiece tokenizer compared to a standard BPE implementation?

A.
It is significantly faster to train because it does not need to count pairs.
B.
It results in a smaller vocabulary size by always merging the shortest tokens first.
C.
It is inherently language-agnostic, treating text as a raw stream of Unicode characters, which is ideal for languages without clear word delimiters like Japanese or Thai.
D.
It is deterministic and always produces the same tokenization for a given string,unlike BPE which can be probabilistic.

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