// RUN — FITS

Can the GMKtec EVO-X3 run CLIP (ResNet-50)?

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

CLIP (ResNet-50) on the GMKtec EVO-X3

QuantFits?Max contextSpeedBeyond context
FP16 yes 1732k 939.1-1141.3 t/s ~36.7-44.6 (slow)
Q8 yes 1734k 1878.1-2282.6 t/s ~73.4-89.2 (slow)
Q4 yes 1734k 3353.8-4076.1 t/s ~131-159.2 (slow)

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

→ All models on the GMKtec EVO-X3 → CLIP (ResNet-50) specs → Other hardware

FAQ

Can the GMKtec EVO-X3 run CLIP (ResNet-50)?▶

Yes. At Q4 it generates ~3353.8-4076.1 tok/s and fits up to 1734k context; beyond that it spills to SSD swap and slows to ~131-159.2 tok/s.

How much context fits?▶

At Q4, up to about 1734k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.