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ModelCap

NVIDIA Nemotron 3.5 Lightning 30B A3B NVFP4

Official build · attached, unrankedRestricted license

NVIDIA

NVIDIA Nemotron 3.5 Lightning 30B A3B NVFP4 is a language model from NVIDIA. It is listed for discovery and is not ranked as a separate model. Its weights are downloadable under a use-restricted licence.

Figures as of 6 Nov 2026, 20:49 UTC · download the public dataset · methodology

ModelCap Index
No Index position
This release is visible for discovery, not ranked as a peer model
Market Gravity
11.0
Secondary market signal

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
Unlisted
no listed API price
Output
Unlisted
no listed API price
Context
—
tokens
Providers
0
endpoints

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

Reported evaluation leads (5)

Not independent measurement

Structured rows reported in this exact model repository at the pinned revision below. They are the publisher talking about itself: never measured evidence, never a score input on their own. They remain quarantined until dataset revision, harness, configuration and identity pass ModelCap’s independent admission review.

Dataset / taskMetricValueRevisionProvenance
cais/hle
hle
—10.47
Unpinned
not published
Reported
Quarantined
Idavidrein/gpqa
diamond
—75.57
Unpinned
not published
Reported
Quarantined
SWE-bench/SWE-bench_Multilingual
swe_bench_multilingual_%_resolved
—36.47
Unpinned
not published
Reported
Quarantined
SWE-bench/SWE-bench_Verified
swe_bench_%_resolved
—52.8
Unpinned
not published
Reported
Quarantined
TIGER-Lab/MMLU-Pro
mmlu_pro
—81.62
Unpinned
not published
Reported
Quarantined

Deployment readiness

Metadata index
57.0
partial · 70% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
92.5
Deployability
8.0
Evaluation provenance
53.0

Not yet published: the base model it derives from, a current serving provider, measured provider uptime, published provider pricing, declared context and output limits, pinned evaluation dataset versions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
11.0
OpenRouter weekly popularity
Not listed

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Market Gravity breakdown

Usage55%
0.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
0.0

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
50.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
69.9

Time since first public availability, on a six-month half-life.

Specification

Model ID
nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4
Declared output cap
Unknown

OpenRouter catalogue or provider-endpoint declaration. Limits can vary by provider and prompt length; a model-wide maximum has not been independently verified. OpenRouter metadata

Inputs
Text
Outputs
Text
Cached input tokens
Not offered
First seen on OpenRouter
4 Aug 2026

Capabilities

  • Not supported: Reasoning
  • Not supported: Tool use
  • Not supported: Structured output
  • Not supported: Response format
  • Not supported: Moderated

Weights & access

Restricted license. Downloadable weights use a model-specific or use-restricted license. Review the linked license before use, redistribution, or commercial deployment.

Access
Restricted license
Licence
openmdw-1.1
Pinned revision
bee7596271d1
Parameters
32.9B
Architecture
NemotronHForCausalLM
Model type
nemotron_h
Hugging Face downloads (30d)
1.0M
Downloads (all time)
3.2M
Likes
492
Repository
nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4
Repository updated
10 Sept 2026, 14:41 UTC