// RUN โ€” FITS

Can the NVIDIA B200 run OmniGen?

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

OmniGen on the NVIDIA B200

QuantFits?Max contextSpeedBeyond context
FP16 yes 2556k 768.4-915.8 t/s ~3.8-4.6 (slow)
Q8 yes 2614k 1536.8-1831.6 t/s ~7.7-9.2 (slow)
Q4 yes 2640k 2744.4-3270.7 t/s ~13.7-16.4 (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 B200 run OmniGen?โ–ถ

Yes. At Q4 it generates ~2744.4-3270.7 tok/s and fits up to 2640k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~13.7-16.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2640k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.