// RUN โ€” FITS

Can the NVIDIA A100 SXM4 80GB run Novae?

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

Novae on the NVIDIA A100 SXM4 80GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1099k 23257.3-27717.7 t/s ~456.3-543.8 (slow)
Q8 yes 1100k 46514.7-55435.3 t/s ~912.5-1087.5 (slow)
Q4 yes 1100k 83061.9-98991.6 t/s ~1629.5-1942 (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 A100 SXM4 80GB run Novae?โ–ถ

Yes. At Q4 it generates ~83061.9-98991.6 tok/s and fits up to 1100k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1629.5-1942 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1100k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.