Byte-Level BPE Tokenizer: A Hands-On Build Guide for Your CV
A practical, step-by-step guide to building a byte-level BPE tokenizer with regex pre-tokenization, signaling real NLP systems engineering skill to hiring managers.
Bpe
Build a BPE Tokenizer from Scratch: Parallel Vocab Builder, Priority‑Heap Merge Scheduler, Subword Regularization, and Streaming Encoder with LRU Caching
A hands‑on guide to building a production‑grade BPE tokenizer that demonstrates parallel processing, algorithmic scheduling, and caching strategies for hiring managers.
Building a BPE Tokenizer from Scratch in Pure Python
A hands‑on guide to implementing a byte‑pair encoding tokenizer in pure Python, covering vocabulary learning, encode/decode, and merge‑based subword segmentation.
Build a Streaming Byte-Level BPE Tokenizer: A Portfolio Project That Signals Real Systems Skill
A hands-on build guide for a streaming byte-level BPE tokenizer with persistent merge queues, atomic byte-loss tracking, and reversible byte fallback for arbitrary Unicode.
Build a Byte-Level BPE Tokenizer From Scratch: A Portfolio Project That Actually Signals Systems Skill
Ship a production-flavored BPE tokenizer end to end: byte-level pretokenization, regex splitting, merge learning, and a Tkinter visualization that animates each merge so you can actually see vocabulary grow.