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Tencent: Hy-MT2-30B-A3B

tencent/hy-mt2-30b-a3b · TencentTokenizer lineage measured
Tokenizer group (measured)
Tencent
Entered catalogue
20 August 2026
Last tested
21 August 2026
Evidence confidence
High

Why high: an exact fingerprint shared with 3 models.

Evidence
  • ✓ exact tokenizer signature shared with 3 models

Identity statement

Tencent: Hy-MT2-30B-A3B is Tencent's model, and its measured tokenizer sits in Tencent's own signature group alongside its sibling models. No other maker's measured model shares it so far.

What we checked

Four different kinds of evidence, and what each one showed
We checkedWhat we foundWhere it came from
How it counts tokensCounts every one of the 50 test strings exactly like 3 other modelstk_2b541395
How its API is set upSet up identically to 1 other listing, field for fieldapi_797564b9
How much it can read and writeReads up to 8,192 tokens at once, writes up to 4,096its own listing
Who served our requestsTencentwe measured it, 21 August 2026

Shares this fingerprint

Exact signature first; template-boundary shifts of the same signature beneath

Closest measured models

Agreement across the mutually clean test strings

Click a row to open the full comparison.

The measured fingerprint

What each test string cost this model, in tokens

We sent Tencent: Hy-MT2-30B-A3B fifty short pieces of text and recorded what each one cost it in tokens. The bars below are those costs. Two models built on the same tokenizer produce the same bars; a model built on a different one produces a different set, which is what makes this a fingerprint.

All 50 rows

English and whitespace

en-prose14
en-long17
spaces-203
spaces-603
tabs-204
newlines-204
mixed-ws7

Digits

digits-93
digits-124
digits-3010
digits-sep7
float-long9

CJK

zh-common8
zh-long10
zh-rare18
ja-kana11
ja-kanji12
ko13

Other scripts

ru16
ar15
he16
hi24
th17
el22

Emoji

emoji-basic10
emoji-skin25
emoji-zwj-family11
emoji-zwj-x333
emoji-flags24
emoji-prof23

Rare Unicode

math26
boxdraw30
combining10
cjk-ext-b16
surrogates40
zalgo36
rtl-mix8

Code

py-code25
py-indent15
json20
html16
regex45
camel6
snake6

Repetition and encodings

rare-word-x531
repeat-tok41
base6435
hex12
url17
uuid27

Overhead subtracted: 12 prompt tokens.

Declared record

What the catalogue claims about this model

Hy-MT2-30B-A3B is Tencent's flagship translation model in the Hy-MT2 family. It supports 33 language pairs and five Chinese dialect and minority-language pairs, with workflows for structured, delimiter-based, contextual, glossary-based, and...

Modalities
text->text
Declared tokenizer
Other
Prompt price
$0.07 / M tokens
Completion price
$0.29 / M tokens

Supported parameters

max_completion_tokensmax_tokensresponse_formatstopstructured_outputstemperature

defaults: {}

Catalogue entryWeights on Hugging Face

History

Every observation, kept as taken
  • 20 August 2026Enters the OpenRouter catalogue with no declared family.
  • 21 August 2026Fingerprinted in the YFarmX catalogue sweep · 50 of 50 strings measured clean.
  • 21 August 2026YFarmX assessment: consistent with the Tencent family, high confidence.