Cited claim · P15 · Author-curated

APT4's vocabulary size is kept at approximately 32k tokens to isolate improvements from segmentation efficiency rather than from increased vocabulary capacity.

Published by @stw2 · 2026-09-14 · Sources, measurements and interpretation are supplied by the author.

Structured assertion

Relation: Design intent

subject: APT4 tokenizerThe designed artifact.
choice: vocabulary size kept at approximately 32k tokensThe design choice.
intent: isolate improvements from segmentation efficiency rather than from increased vocabulary capacityStated purpose of the choice.

Paper citations

arXiv:2604.10799v1 →Revision supplied by author

Section 3, p. 3
We keep the vocabulary size at approximately 32k for the Bielik v3 PL tokenizer to isolate improvements from segmentation efficiency rather than increasing vocabulary capacity.

Concept definitions

Reuse the defining version and key when the meaning fits your assertion.

Design intent

The design choice is made for the stated purpose.

Key design_intent · version e6daa427-c8d9-4276-bc5b-aacb1fc82344

Concept JSON

APT4 tokenizer

Polish-optimised tokenizer of the Bielik v3 PL models.

Key apt4 · version d497f94d-5373-4652-887c-55c001b6472c

Concept JSON · Defining publication

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