// RUN โ€” FITS

Can the NVIDIA A100 SXM4 80GB run AMPLIFY?

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

AMPLIFY on the NVIDIA A100 SXM4 80GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1089k 2126.4-2534.2 t/s ~41.7-49.7 (slow)
Q8 yes 1095k 4252.8-5068.4 t/s ~83.4-99.4 (slow)
Q4 yes 1097k 7594.2-9050.7 t/s ~149-177.6 (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 A100 SXM4 80GB run AMPLIFY?โ–ถ

Yes. At Q4 it generates ~7594.2-9050.7 tok/s and fits up to 1097k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~149-177.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1097k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.