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Nemotron 3.5 Lightning 30B-A3B

Nemotron 3.5 Lightning 30B-A3B loads in 23.7 GB at Q4_K_M and decodes at the speed of its 3B active path, comfortably from 36 GB of memory — Macs included, starting at the MacBook Pro M5 Pro 48GB. Below is the memory math we ran for it, the cheapest card that fits, and the fastest machine we track.

PARAMETERS
30B (3B active)
FORMAT
Q4_K_M
MIN MEMORY
36 GB
BEST FOR
Agentic, Coding, Long context

How much memory does Nemotron 3.5 Lightning 30B-A3B need?

Nemotron 3.5 Lightning 30B-A3B is a 30B mixture-of-experts model (3B active per token) built for agentic, coding, long context. The weights alone take 23.7 GB at Q4_K_M; add context and the OS, and it belongs in the 36 GB memory class. Every number below comes from the ModelFit engine — speeds are estimates, labeled est., because we do not benchmark hardware ourselves.

Weights (Q4_K_M)
23.7 GB
+ KV cache (16k)
~0.1 GB
Total at 16k
~23.8 GB
Comfortable from
36 GB

KV = fp16 estimate (q8_0 cache roughly halves it). "Comfortable" = weights + KV within the engine's tiered budget (~70-85% of memory).

Which machines run Nemotron 3.5 Lightning 30B-A3B?

Cheapest GPU
~26 tok/s est. — ~$3,847 used (as of 2026-07-31)
Fastest
~125 tok/s est.
Runs on a Mac?
~42 tok/s est.

Verdicts come from the same engine that powers our fit checker — memory capacity first, bandwidth for speed. How we compute these numbers · Hugging Face model card

Go deeper

More Nemotron models

Frequently asked questions

How much memory does Nemotron 3.5 Lightning 30B-A3B need?

23.7 GB for the Q4_K_M weights, plus ~0.1 GB of KV-cache at 16k context — about 23.8 GB total. Comfortable from 36 GB of VRAM or unified memory.

Does Nemotron 3.5 Lightning 30B-A3B run on a Mac?

Yes — from the MacBook Pro M5 Pro 48GB (~42 tok/s est.). Unified memory means the RAM budget is the only limit.

What is the cheapest GPU for Nemotron 3.5 Lightning 30B-A3B?

The AMD Ryzen AI Max+ 395 (Strix Halo) is the cheapest tracked card that runs Nemotron 3.5 Lightning 30B-A3B comfortably — ~26 tok/s est. at ~$3,847 used (as of 2026-07-31).

Cite this page

ModelFit: Nemotron 3.5 Lightning 30B-A3B — specs, memory math and hardware verdicts.
https://modelfit.io/models/nemotron-3.5-lightning-30b/ (dataset updated 2026-09-03, CC BY 4.0).