// RUN โ€” FITS

Can the NVIDIA H200 run Apriel Nemotron 15B?

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

Apriel Nemotron 15B on the NVIDIA H200

QuantFits?Max contextSpeedBeyond context
FP16 yes 375k 116.8-139.2 t/s ~1-1.2 (slow)
Q8 yes 432k 233.6-278.4 t/s ~1.9-2.3 (slow)
Q4 yes 457k 417.1-497.1 t/s ~3.5-4.1 (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 Apriel Nemotron 15B?โ–ถ

Yes. At Q4 it generates ~417.1-497.1 tok/s and fits up to 457k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.5-4.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 457k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.