// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 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 2050

QuantFits?Max contextSpeedBeyond context
FP16 yes 2k 16.7-20 t/s ~1.5-1.8 (slow)
Q8 yes 39k 33.5-39.9 t/s ~3-3.6 (slow)
Q4 yes 55k 59.8-71.3 t/s ~5.3-6.4 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA GeForce RTX 2050 run MiniCPM-2.4B?โ–ถ

Yes. At Q4 it generates ~59.8-71.3 tok/s and fits up to 55k context; beyond that it spills to SSD swap and slows to ~5.3-6.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 55k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.