AI Desk · Model Identity · Evidence object
Tokenizer signature tk_856fd527
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 Tencent · group B group.
- Members
- 1
- First observed
- 21 August 2026
- Last observed
- 21 August 2026
- Group
- Tencent · group B
Models with this signature
The measured vector
Marginal prompt-token cost per string, as measured on Tencent: Hunyuan A13B InstructAll 50 rows
English and whitespace
en-prose14
en-long16
spaces-203
spaces-603
tabs-203
newlines-204
mixed-ws5
Digits
digits-99
digits-1212
digits-3030
digits-sep12
float-long22
CJK
zh-common9
zh-long10
zh-rare18
ja-kana13
ja-kanji13
ko19
Other scripts
ru16
ar25
he24
hi32
th25
el28
Emoji
emoji-basic10
emoji-skin19
emoji-zwj-family11
emoji-zwj-x333
emoji-flags24
emoji-prof22
Rare Unicode
math29
boxdraw26
combining6
cjk-ext-b13
surrogates40
zalgo35
rtl-mix11
Code
py-code25
py-indent15
json25
html16
regex44
camel5
snake6
Repetition and encodings
rare-word-x531
repeat-tok22
base6436
hex17
url19
uuid36
Method: tokenizer fingerprinting, v1-50. Raw data: fingerprints.json · index.json · test-strings.json.