YFarmX

AI Desk · Model Identity · Evidence object

Tokenizer signature tk_f573b76b

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 Mistral · group D group.

Members
1
First observed
22 August 2026
Last observed
22 August 2026
Group
Mistral · group D

Models with this signature

The measured vector

Marginal prompt-token cost per string, as measured on TheDrummer: UnslopNemo 12B
All 50 rows

English and whitespace

en-prose14
en-long18
spaces-203
spaces-603
tabs-204
newlines-207
mixed-ws7

Digits

digits-910
digits-1213
digits-3031
digits-sep13
float-long23

CJK

zh-common17
zh-long20
zh-rare21
ja-kana12
ja-kanji13
ko12

Other scripts

ru12
ar8
he10
hi14
th17
el13

Emoji

emoji-basic19
emoji-skin39
emoji-zwj-family18
emoji-zwj-x356
emoji-flags31
emoji-prof34

Rare Unicode

math33
boxdraw30
combining14
cjk-ext-b16
surrogates53
zalgo36
rtl-mix6

Code

py-code25
py-indent15
json25
html17
regex50
camel6
snake7

Repetition and encodings

rare-word-x535
repeat-tok40
base6439
hex19
url19
uuid37

Method: tokenizer fingerprinting, v1-50.