// RUN โ€” FITS

Can the GMKtec EVO-X3 run German ELECTRA Large?

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

German ELECTRA Large on the GMKtec EVO-X3

QuantFits?Max contextSpeedBeyond context
FP16 yes 1725k 248.4-301.9 t/s ~9.7-11.8 (slow)
Q8 yes 1730k 496.7-603.7 t/s ~19.4-23.6 (slow)
Q4 yes 1732k 887-1078 t/s ~34.6-42.1 (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 German ELECTRA Large?โ–ถ

Yes. At Q4 it generates ~887-1078 tok/s and fits up to 1732k context; beyond that it spills to SSD swap and slows to ~34.6-42.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1732k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.