// RUN โ€” FITS

Can the GMKtec EVO-X3 run CPM-Large?

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

CPM-Large on the GMKtec EVO-X3

QuantFits?Max contextSpeedBeyond context
FP16 yes 1656k 32-38.9 t/s ~1.3-1.5 (slow)
Q8 yes 1695k 64-77.8 t/s ~2.5-3 (slow)
Q4 yes 1713k 114.3-138.9 t/s ~4.5-5.4 (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 CPM-Large?โ–ถ

Yes. At Q4 it generates ~114.3-138.9 tok/s and fits up to 1713k context; beyond that it spills to SSD swap and slows to ~4.5-5.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1713k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.