// RUN โ€” FITS

Can the NVIDIA H100 PCIe 80GB run Granite SWASH 3B?

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

Granite SWASH 3B on the NVIDIA H100 PCIe 80GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1008k 241.7-288.1 t/s ~4.8-5.8 (slow)
Q8 yes 1054k 483.4-576.2 t/s ~9.7-11.5 (slow)
Q4 yes 1074k 863.3-1028.9 t/s ~17.3-20.6 (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 H100 PCIe 80GB run Granite SWASH 3B?โ–ถ

Yes. At Q4 it generates ~863.3-1028.9 tok/s and fits up to 1074k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~17.3-20.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1074k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.