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AI Desk · Model Identity · Evidence object

Tokenizer signature tk_559886c2

An exact tokenizer signature: every model listed below returned the same marginal prompt-token count on all 50 test strings. Sharing a signature is strong evidence of a shared vocabulary. This signature sits in the Aion Labs · group B group.

Members
1
First observed
3 September 2026
Last observed
3 September 2026
Group
Aion Labs · group B

Models with this signature

The measured vector

Marginal prompt-token cost per string, as measured on AionLabs: Aion-RP 1.0 (8B)
All 50 rows

English and whitespace

en-prose13
en-long14
spaces-203
spaces-603
tabs-203
newlines-204
mixed-ws5

Digits

digits-94
digits-125
digits-3011
digits-sep8
float-long10

CJK

zh-common12
zh-long18
zh-rare18
ja-kana12
ja-kanji12
ko14

Other scripts

ru14
ar12
he24
hi14
th14
el13

Emoji

emoji-basic9
emoji-skin29
emoji-zwj-family14
emoji-zwj-x344
emoji-flags24
emoji-prof25

Rare Unicode

math30
boxdraw23
combining11
cjk-ext-b13
surrogates40
zalgo35
rtl-mix8

Code

py-code24
py-indent15
json19
html16
regex44
camel5
snake6

Repetition and encodings

rare-word-x530
repeat-tok20
base6434
hex11
url17
uuid28

Method: tokenizer fingerprinting, v1-50.