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Cannot tokenize byte sequences that are not valid UTF-8 due to design flaw #1742

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sharpobject opened this issue Mar 8, 2025 · 0 comments

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@sharpobject
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sharpobject commented Mar 8, 2025

Hello,

The BPE algorithm is capable of tokenizing any byte sequence, and LLMs generally accept any sequence of tokens and use token dictionaries that can successfully represent any byte sequence, but the encode method in tokenizers accepts a type that has to be valid UTF-8. So there are lots of byte sequences, many of which are only 1 byte long, which you cannot tokenize using this library.

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