Can I Run Nemotron-Cascade 2 30B-A3B on AMD Ryzen AI Max+ 395?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 11 września 2026

Yes. Nemotron-Cascade 2 30B-A3B needs 19.1 GB at Q4_K_M and the AMD Ryzen AI Max+ 395 has 96 GB, leaving about 76.9 GB of headroom, at roughly 46 tok/s (estimated) with room for up to 128K of context.

The numbers

ModelNemotron-Cascade 2 30B-A3B
Parameters31.6B (3.5B active)
QuantizationQ4_K_M
VRAM needed19.1 GB
AMD Ryzen AI Max+ 395 VRAM96 GB
VerdictRuns
Max context128K
Estimated speed~46 tok/s

What to do next

Nothing to change — run it at Q4_K_M. If you want more capability, check whether the next size up also fits.

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Running Nemotron-Cascade 2 30B-A3B on this card:

Ryzen AI Max+ 395 Laptop (Strix Halo, up to 128GB)
96 GB VRAM · 120 W board power
Ceny w 2026 są niestabilne — sprawdź aktualną ofertę.
Sprawdź cenę na Amazon

Buy vs. rent Nemotron-Cascade 2 30B-A3B
Buy the GPU
~$1,999
AMD Ryzen AI Max+ 395 · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$1,999) beats renting at $0.34/hr after about 8.2 years.

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RunPod $0.34/hr
Rent on RunPod →
Vast.ai $0.35/hr · typical low · varies
Rent on Vast.ai →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

Other Nemotron Cascade 2 sizes on the AMD Ryzen AI Max+ 395

Nemotron-Cascade 2 30B-A3B on nearby hardware

All Nemotron Cascade 2 sizes on the AMD Ryzen AI Max+ 395 | VRAM calculator for Nemotron-Cascade 2 30B-A3B | AMD Ryzen AI Max+ 395 GPU page | Check your hardware