// RUN โ€” FITS

Can the NVIDIA B200 run LLaVA 1.5?

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

LLaVA 1.5 on the NVIDIA B200

QuantFits?Max contextSpeedBeyond context
FP16 yes 910k 224.6-267.7 t/s ~1.1-1.3 (slow)
Q8 yes 990k 449.2-535.4 t/s ~2.2-2.7 (slow)
Q4 yes 1025k 802.2-956 t/s ~4-4.8 (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 LLaVA 1.5?โ–ถ

Yes. At Q4 it generates ~802.2-956 tok/s and fits up to 1025k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4-4.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1025k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.