// RUN โ€” FITS

Can the AMD Instinct MI300X 192GB run NVIDIA Nemotron 3 Nano Omni?

Yes โ€” here's how fast and up to what context, with real measured numbers.

NVIDIA Nemotron 3 Nano Omni on the AMD Instinct MI300X 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 427k 52.8-64.6 t/s ~0.4-0.5 (slow)
Q8 yes 548k 105.7-129.1 t/s ~0.8-1 (slow)
Q4 yes 601k 188.7-230.6 t/s ~1.4-1.7 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the AMD Instinct MI300X 192GB run NVIDIA Nemotron 3 Nano Omni?โ–ถ

Yes. At Q4 it generates ~188.7-230.6 tok/s and fits up to 601k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.4-1.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 601k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.