// RUN โ€” FITS

Can the NVIDIA A100 SXM4 80GB run North Mini Code 1.0?

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

North Mini Code 1.0 on the NVIDIA A100 SXM4 80GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 46k 24.8-29.6 t/s ~0.5-0.6 (slow)
Q8 yes 161k 49.6-59.1 t/s ~1-1.2 (slow)
Q4 yes 211k 88.6-105.6 t/s ~1.7-2.1 (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 North Mini Code 1.0?โ–ถ

Yes. At Q4 it generates ~88.6-105.6 tok/s and fits up to 211k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.7-2.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 211k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.