YFarmX

AI Desk · Model Identity · Evidence object

Tokenizer signature tk_a49eb75d

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 C group.

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

Models with this signature

The measured vector

Marginal prompt-token cost per string, as measured on WizardLM-2 8x22B
All 50 rows

English and whitespace

en-prose14
en-long15
spaces-203
spaces-603
tabs-204
newlines-204
mixed-ws7

Digits

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

CJK

zh-common10
zh-long11
zh-rare19
ja-kana10
ja-kanji12
ko12

Other scripts

ru12
ar10
he13
hi18
th11
el16

Emoji

emoji-basic10
emoji-skin14
emoji-zwj-family11
emoji-zwj-x333
emoji-flags16
emoji-prof19

Rare Unicode

math22
boxdraw27
combining10
cjk-ext-b16
surrogates33
zalgo36
rtl-mix6

Code

py-code25
py-indent15
json20
html17
regex48
camel6
snake8

Repetition and encodings

rare-word-x526
repeat-tok41
base6434
hex12
url17
uuid28

Method: tokenizer fingerprinting, v1-50.