// RUN โ€” FITS

Can the NVIDIA B200 run Playground v2.5?

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

Playground v2.5 on the NVIDIA B200

QuantFits?Max contextSpeedBeyond context
FP16 yes 2566k 834.3-994.3 t/s ~4.2-5 (slow)
Q8 yes 2619k 1668.6-1988.6 t/s ~8.3-9.9 (slow)
Q4 yes 2643k 2979.6-3551 t/s ~14.9-17.8 (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 Playground v2.5?โ–ถ

Yes. At Q4 it generates ~2979.6-3551 tok/s and fits up to 2643k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~14.9-17.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2643k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.