// RUN โ€” FITS

Can the NVIDIA H200 run NVIDIA Nemotron 3.5 Content Safety?

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

NVIDIA Nemotron 3.5 Content Safety on the NVIDIA H200

QuantFits?Max contextSpeedBeyond context
FP16 yes 1834k 438-522 t/s ~3.7-4.4 (slow)
Q8 yes 1895k 876-1044 t/s ~7.3-8.7 (slow)
Q4 yes 1922k 1564.3-1864.3 t/s ~13-15.5 (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 NVIDIA H200 run NVIDIA Nemotron 3.5 Content Safety?โ–ถ

Yes. At Q4 it generates ~1564.3-1864.3 tok/s and fits up to 1922k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~13-15.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1922k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.