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AI Desk · Model Identity

NVIDIA: Nemotron 3 Nano Omni (free)

nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free · NVIDIATokenizer lineage measured
Tokenizer lineage (measured)
Mistral
Evidence confidence
High
Why high: one template-boundary shift from a group whose members all declare the same family.
Declared tokenizer tag
Other
Entered catalogue
28 April 2026
Last tested
21 August 2026
Measurement
Measured
Evidence
  • ✓ tokenizer signature one template-boundary shift from 23 models
Compare with Mistral: Mistral Medium 3.5

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Identity statement

NVIDIA: Nemotron 3 Nano Omni (free) is NVIDIA's model. Its measured tokenizer sits with the Mistral group, which is evidence that it builds on the Mistral tokenizer. Tokenizer reuse is normal engineering, open vocabularies travel between labs, and this says nothing against NVIDIA's authorship of the model itself.

Evidence stack

Signals of different kinds, weighed together
SignalResultReference
Tokenizer signatureClean measurement; no exact match yettk_e0b4c23e
API surfaceNo other entry shares this exact contractapi_e7d911d8
Context and output256,000 context · 65,536 max outputdeclared
Reasoning contractOptionaldeclared
Serving providers observedNvidiameasured 21 August 2026

Shares this fingerprint

Exact signature first; template-boundary shifts of the same signature beneath
Mistral: Codestral 2508mistralai/codestral-2508same tokenizer · template shiftMistral: Devstral 2 2512mistralai/devstral-2512same tokenizer · template shiftMistral: Ministral 3 14B 2512mistralai/ministral-14b-2512same tokenizer · template shiftMistral: Ministral 3 3B 2512mistralai/ministral-3b-2512same tokenizer · template shiftMistral: Ministral 3 8B 2512mistralai/ministral-8b-2512same tokenizer · template shiftMistral Largemistralai/mistral-largesame tokenizer · template shiftMistral Large 2407mistralai/mistral-large-2407same tokenizer · template shiftMistral: Mistral Large 3 2512mistralai/mistral-large-2512same tokenizer · template shiftMistral: Mistral Medium 3mistralai/mistral-medium-3same tokenizer · template shiftMistral: Mistral Medium 3.5mistralai/mistral-medium-3-5same tokenizer · template shiftMistral: Mistral Medium 3.1mistralai/mistral-medium-3.1same tokenizer · template shiftMistral: Mistral Nemomistralai/mistral-nemosame tokenizer · template shiftMistral: Sabamistralai/mistral-sabasame tokenizer · template shiftMistral: Mistral Small 4mistralai/mistral-small-2603same tokenizer · template shiftMistral: Mistral Small 3.1 24Bmistralai/mistral-small-3.1-24b-instructsame tokenizer · template shiftMistral: Mistral Small 3.2 24Bmistralai/mistral-small-3.2-24b-instructsame tokenizer · template shiftMistral: Mixtral 8x22B Instructmistralai/mixtral-8x22b-instructsame tokenizer · template shiftMistral: Voxtral Small 24B 2507mistralai/voxtral-small-24b-2507same tokenizer · template shiftNVIDIA: Nemotron 3 Nano 30B A3Bnvidia/nemotron-3-nano-30b-a3bsame tokenizer · template shiftNVIDIA: Nemotron 3 Supernvidia/nemotron-3-super-120b-a12bsame tokenizer · template shiftNVIDIA: Nemotron 3 Ultranvidia/nemotron-3-ultra-550b-a55bsame tokenizer · template shiftNVIDIA: Nemotron 3.5 Lightningnvidia/nemotron-3.5-lightningsame tokenizer · template shiftNVIDIA: Nemotron Nano 9B V2 (free)nvidia/nemotron-nano-9b-v2:freesame tokenizer · template shift

Closest measured models

Agreement across the mutually clean test strings
Mistral: Mistral Nemomistralai/mistral-nemo48/50 · 96%NVIDIA: Nemotron 3 Nano 30B A3Bnvidia/nemotron-3-nano-30b-a3b48/50 · 96%NVIDIA: Nemotron 3.5 Lightningnvidia/nemotron-3.5-lightning48/50 · 96%NVIDIA: Nemotron 3 Supernvidia/nemotron-3-super-120b-a12b48/50 · 96%Mistral: Mistral Small 3.2 24Bmistralai/mistral-small-3.2-24b-instruct48/50 · 96%Mistral: Ministral 3 3B 2512mistralai/ministral-3b-251248/50 · 96%

Click a row to open the full comparison.

The measured fingerprint

Marginal prompt-token cost of each test string, grouped by script
All 50 rows

English and whitespace

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

Digits

digits-99
digits-1212
digits-3030
digits-sep12
float-long22

CJK

zh-common16
zh-long20
zh-rare20
ja-kana11
ja-kanji13
ko13

Other scripts

ru12
ar9
he10
hi14
th17
el13

Emoji

emoji-basic20
emoji-skin40
emoji-zwj-family19
emoji-zwj-x357
emoji-flags32
emoji-prof35

Rare Unicode

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

Code

py-code25
py-indent15
json25
html16
regex49
camel6
snake7

Repetition and encodings

rare-word-x535
repeat-tok40
base6439
hex19
url19
uuid36

An x marks a row excluded as corrupt (caching or provider interference detected during measurement). Overhead subtracted: 16 prompt tokens.

Declared record

What the catalogue claims about this model

NVIDIA Nemotron™ 3 Nano Omni is a 30B-A3B open multimodal model designed to function as a perception and context sub-agent in enterprise agent systems. It accepts text, image, video, and...

Modalities
text+image+audio+video->text
Declared tokenizer
Other
Prompt price
$0 / M tokens
Completion price
$0 / M tokens

Supported parameters

include_reasoningmax_tokensreasoningseedtemperaturetool_choicetoolstop_p

defaults: {"temperature":0.6,"top_p":0.95,"top_k":null,"frequency_penalty":null,"presence_penalty":null,"repetition_penalty":null}

Catalogue entryWeights on Hugging Face

History

Every observation, kept as taken
  • 28 April 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 Mistral family, high confidence.

Cite this page as the evidence record for NVIDIA: Nemotron 3 Nano Omni (free): the URL is stable, measurements are dated, and revisions append to the history above. Method: tokenizer fingerprinting, v1, 50 strings.