Colored token tiles representing byte-pair encoding merges

Tokenizer From Scratch: BPE as Learned Compression

A from-scratch byte-level BPE tokenizer with runnable Python, failure cases, charts, and an interactive trace that shows every merge step.

Jun 30, 2026 · 3 min · Avishek Saha