// RUN — FITS

Can the GMKtec EVO-X3 run WizardCoder-15.5B?

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

WizardCoder-15.5B on the GMKtec EVO-X3

QuantFits?Max contextSpeedBeyond context
FP16 yes 315k 5.4-6.5 t/s ~0.2-0.3 (slow)
Q8 yes 375k 10.7-13 t/s ~0.4-0.5 (slow)
Q4 yes 401k 19.2-23.3 t/s ~0.7-0.9 (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 → WizardCoder-15.5B specs → Other hardware

FAQ

Can the GMKtec EVO-X3 run WizardCoder-15.5B?▶

Yes. At Q4 it generates ~19.2-23.3 tok/s and fits up to 401k context; beyond that it spills to SSD swap and slows to ~0.7-0.9 tok/s.

How much context fits?▶

At Q4, up to about 401k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.