// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 10GB run MiniCPM-1.2B?

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

MiniCPM-1.2B on the NVIDIA GeForce RTX 3080 10GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 79k 222.4-265 t/s ~11.7-13.9 (slow)
Q8 yes 98k 444.7-530 t/s ~23.4-27.9 (slow)
Q4 yes 107k 794.2-946.5 t/s ~41.8-49.8 (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-1.2B?โ–ถ

Yes. At Q4 it generates ~794.2-946.5 tok/s and fits up to 107k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~41.8-49.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 107k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.