// RUN โ€” FITS

Can the GMKtec EVO-X3 run Surya?

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

Surya on the GMKtec EVO-X3

QuantFits?Max contextSpeedBeyond context
FP16 yes 1724k 227.3-276.3 t/s ~8.9-10.8 (slow)
Q8 yes 1729k 454.6-552.6 t/s ~17.8-21.6 (slow)
Q4 yes 1732k 811.9-986.7 t/s ~31.7-38.5 (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 Surya?โ–ถ

Yes. At Q4 it generates ~811.9-986.7 tok/s and fits up to 1732k context; beyond that it spills to SSD swap and slows to ~31.7-38.5 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.