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02:15
2026-10-08
nature.com
large-language-models

Retrofitting language models to operate over bytes

A Nature paper introduces 'byteification', a two-stage conversion procedure that retrofits existing subword-tokenized large language models into byte-level models with minimal extra training. The resu…

04:56
2026-07-16
thegustafson.com
large-language-models

Unicode, Bytes, and What Text Actually Is

A language model does not see letters or pixels; it sees a sequence of integers from a vocabulary table, and the raw input is just bytes. Unicode assigns every character a unique integer code point, b…

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