// RUN โ€” FITS

Can the NVIDIA B200 run SenseNova U1?

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

SenseNova U1 on the NVIDIA B200

QuantFits?Max contextSpeedBeyond context
FP16 yes 1214k 365-435 t/s ~1.8-2.2 (slow)
Q8 yes 1275k 730-870 t/s ~3.7-4.4 (slow)
Q4 yes 1302k 1303.6-1553.6 t/s ~6.5-7.8 (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 SenseNova U1?โ–ถ

Yes. At Q4 it generates ~1303.6-1553.6 tok/s and fits up to 1302k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.5-7.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1302k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.