// RUN — FITS

Can the GMKtec EVO-X3 run Stable Cascade?

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

Stable Cascade on the GMKtec EVO-X3

QuantFits?Max contextSpeedBeyond context
FP16 yes 789k 16.3-19.8 t/s ~0.6-0.8 (slow)
Q8 yes 828k 32.5-39.5 t/s ~1.3-1.5 (slow)
Q4 yes 846k 58-70.5 t/s ~2.3-2.8 (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 → Stable Cascade specs → Other hardware

FAQ

Can the GMKtec EVO-X3 run Stable Cascade?▶

Yes. At Q4 it generates ~58-70.5 tok/s and fits up to 846k context; beyond that it spills to SSD swap and slows to ~2.3-2.8 tok/s.

How much context fits?▶

At Q4, up to about 846k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.