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Finding Optimal Tokenizers

Hacker News Top · 2026-06-11 Cached

This blog post presents an algorithm using integer linear programming to compute optimal tokenizers for language models, drawing parallels to solving the Traveling Salesman Problem. It notes that while the result is theoretically interesting, practical tokenizers are already near-optimal and the method may not generalize well.

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