// RUN โ€” FITS

Can the NVIDIA L40S 48GB run Mistral Small 3.2?

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

Mistral Small 3.2 on the NVIDIA L40S 48GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 71k 26.3-31.3 t/s ~1.2-1.5 (slow)
Q4 yes 111k 46.9-55.9 t/s ~2.2-2.6 (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 L40S 48GB run Mistral Small 3.2?โ–ถ

Yes. At Q4 it generates ~46.9-55.9 tok/s and fits up to 111k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2.2-2.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 111k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.