// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 10GB run MiniCPM-2.4B?

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

MiniCPM-2.4B on the NVIDIA GeForce RTX 3080 10GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 43k 113.6-135.4 t/s ~6-7.1 (slow)
Q8 yes 80k 227.2-270.8 t/s ~12-14.3 (slow)
Q4 yes 97k 405.7-483.5 t/s ~21.4-25.4 (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 GeForce RTX 3080 10GB run MiniCPM-2.4B?โ–ถ

Yes. At Q4 it generates ~405.7-483.5 tok/s and fits up to 97k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~21.4-25.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 97k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.