// RUN โ€” FITS

Can the Intel Arc Pro B60 run Stable LM 2 12B?

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

Stable LM 2 12B on the Intel Arc Pro B60

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 51k 21.8-27 t/s ~1.9-2.4 (slow)
Q4 yes 84k 38.9-48.3 t/s ~3.4-4.2 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the Intel Arc Pro B60 run Stable LM 2 12B?โ–ถ

Yes. At Q4 it generates ~38.9-48.3 tok/s and fits up to 84k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.4-4.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 84k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.