// RUN โ€” FITS

Can the GMKtec EVO-X3 run ERNIE-Doc (247M)?

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

ERNIE-Doc (247M) on the GMKtec EVO-X3

QuantFits?Max contextSpeedBeyond context
FP16 yes 1727k 336.8-409.4 t/s ~13.2-16 (slow)
Q8 yes 1731k 673.7-818.8 t/s ~26.3-32 (slow)
Q4 yes 1733k 1203-1462.1 t/s ~47-57.1 (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 ERNIE-Doc (247M)?โ–ถ

Yes. At Q4 it generates ~1203-1462.1 tok/s and fits up to 1733k context; beyond that it spills to SSD swap and slows to ~47-57.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1733k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.