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// RUN — FITS
Can the AMD Ryzen AI Max+ 395 run NVIDIA Nemotron 3 Nano Omni?
Yes — here's how fast and up to what context, with real measured numbers.
NVIDIA Nemotron 3 Nano Omni on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 193k | 2.6-3.1 t/s | ~0.1-0.1 (slow) |
| Q8 | yes | 313k | 5.1-6.2 t/s | ~0.2-0.2 (slow) |
| Q4 | yes | 366k | 9.1-11.1 t/s | ~0.4-0.4 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the AMD Ryzen AI Max+ 395 run NVIDIA Nemotron 3 Nano Omni?▶
Yes. At Q4 it generates ~9.1-11.1 tok/s and fits up to 366k context; beyond that it spills to SSD swap and slows to ~0.4-0.4 tok/s.
How much context fits?▶
At Q4, up to about 366k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.