Dataset updated 2026-11-12

Nemotron 3 Super 120B-A12B

Nemotron 3 Super 120B-A12B loads in 86.8 GB at Q4_K_M and decodes at the speed of its 12B active path, comfortably from 128 GB of memory, Macs included, starting at the MacBook Pro M5 Max 128GB. Below is the memory math we ran for it, the smallest card that fits, and the fastest machine we track.

Parameters
120B(12B active)
Format
Q4_K_M
Min memory
128 GB
Best for
Agentic workflows, Long context, Reasoning
Memory math

How much memory does Nemotron 3 Super 120B-A12B need?

Nemotron 3 Super 120B-A12B is a 120B mixture-of-experts model (12B active per token) built for agentic workflows, long context, reasoning. The weights alone take 86.8 GB at Q4_K_M; add context and the OS, and it belongs in the 128 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)
86.8 GB
+ KV cache (16k)
~0.1 GB
Total at 16k
~86.9 GB
Comfortable from
128 GB

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

Hardware snapshot

Which machines run Nemotron 3 Super 120B-A12B?

Smallest GPU
AMD Ryzen AI Max+ 395 (Strix Halo)est. 13 tok/s · 110 GB VRAMtypical error 25%
Fastest
Mac Studio M5 Ultra 256GBest. 61 tok/stypical error 10%
Runs on a Mac?
MacBook Pro M5 Max 128GBest. 33 tok/stypical error 10%

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

Go deeper

  • Also tracked: Nemotron 3 Super 120B-A12B (IQ4_XS)(IQ4_XS, 64.5 GB, min 96 GB)

More Nemotron models

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Frequently asked questions

How much memory does Nemotron 3 Super 120B-A12B need?

86.8 GB for the Q4_K_M weights, plus ~0.1 GB of KV-cache at 16k context, about 86.9 GB total. Comfortable from 128 GB of VRAM or unified memory.

Does Nemotron 3 Super 120B-A12B run on a Mac?

Yes, from the MacBook Pro M5 Max 128GB (est. 33 tok/s, typical error 10%). Unified memory means the RAM budget is the only limit.

What is the smallest GPU for Nemotron 3 Super 120B-A12B?

The AMD Ryzen AI Max+ 395 (Strix Halo) (110 GB VRAM) is the smallest tracked card that runs Nemotron 3 Super 120B-A12B comfortably, est. 13 tok/s, typical error 25%.

Cite this page

ModelFit: Nemotron 3 Super 120B-A12B, specs, memory math and hardware verdicts.
https://modelfit.io/models/nemotron-3-super-120b/ (dataset updated 2026-11-12, CC BY 4.0).