// RUN โ€” FITS

Can the NVIDIA B200 run DeciLM 6B?

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

DeciLM 6B on the NVIDIA B200

QuantFits?Max contextSpeedBeyond context
FP16 yes 1249k 512.3-610.5 t/s ~2.6-3.1 (slow)
Q8 yes 1293k 1024.6-1221.1 t/s ~5.1-6.1 (slow)
Q4 yes 1312k 1829.6-2180.5 t/s ~9.1-10.9 (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 DeciLM 6B?โ–ถ

Yes. At Q4 it generates ~1829.6-2180.5 tok/s and fits up to 1312k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~9.1-10.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1312k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.