// RUN โ€” FITS

Can the NVIDIA H100 SXM5 80GB run nekomata-14b?

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

nekomata-14b on the NVIDIA H100 SXM5 80GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 267k 86.1-102.6 t/s ~1-1.2 (slow)
Q8 yes 353k 172.2-205.2 t/s ~2.1-2.5 (slow)
Q4 yes 392k 307.5-366.5 t/s ~3.7-4.4 (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 SXM5 80GB run nekomata-14b?โ–ถ

Yes. At Q4 it generates ~307.5-366.5 tok/s and fits up to 392k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.7-4.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 392k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.