// RUN โ€” FITS

Can the GMKtec EVO-X3 run Minitron 4B?

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

Minitron 4B on the GMKtec EVO-X3

QuantFits?Max contextSpeedBeyond context
FP16 yes 1607k 19.8-24.1 t/s ~0.8-0.9 (slow)
Q8 yes 1671k 39.6-48.2 t/s ~1.5-1.9 (slow)
Q4 yes 1699k 70.7-86 t/s ~2.8-3.4 (slow)

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

FAQ

Can the GMKtec EVO-X3 run Minitron 4B?โ–ถ

Yes. At Q4 it generates ~70.7-86 tok/s and fits up to 1699k context; beyond that it spills to SSD swap and slows to ~2.8-3.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1699k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.