// RUN โ€” FITS

Can the NVIDIA A100 SXM4 80GB run Persimmon-8B?

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

Persimmon-8B on the NVIDIA A100 SXM4 80GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 408k 80-95.4 t/s ~1.6-1.9 (slow)
Q8 yes 479k 160.1-190.7 t/s ~3.1-3.7 (slow)
Q4 yes 510k 285.8-340.6 t/s ~5.6-6.7 (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 Persimmon-8B?โ–ถ

Yes. At Q4 it generates ~285.8-340.6 tok/s and fits up to 510k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5.6-6.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 510k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.