A byte-level transformer works, but BPE exists for a reason: context length

max_paperclips · x · 2026-10-24

A developer reports training a small byte-token transformer that worked fine, but notes BPE exists for a reason — raw bytes are hell on context length. Work like ENGRAM actually points toward larger tokens, though the author still loves the idea of bytes-only models.

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