// RUN โ€” FITS

Can the NVIDIA B200 run ESM2-3B?

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

ESM2-3B on the NVIDIA B200

QuantFits?Max contextSpeedBeyond context
FP16 yes 2581k 973.3-1160 t/s ~4.9-5.8 (slow)
Q8 yes 2627k 1946.7-2320 t/s ~9.7-11.6 (slow)
Q4 yes 2647k 3476.2-4142.9 t/s ~17.4-20.7 (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 NVIDIA B200 run ESM2-3B?โ–ถ

Yes. At Q4 it generates ~3476.2-4142.9 tok/s and fits up to 2647k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~17.4-20.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2647k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.