// RUN โ€” FITS

Can the NVIDIA B200 run P-LLama3?

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

P-LLama3 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 P-LLama3?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.