// RUN โ€” FITS

Can the Intel Arc Pro B50 run Gemma 1.1 7B Instruct?

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

Gemma 1.1 7B Instruct on the Intel Arc Pro B50

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 36k 15.2-18.9 t/s ~2.7-3.4 (slow)
Q4 yes 64k 27.2-33.7 t/s ~4.9-6 (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 B50 run Gemma 1.1 7B Instruct?โ–ถ

Yes. At Q4 it generates ~27.2-33.7 tok/s and fits up to 64k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.9-6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 64k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.