// RUN โ€” FITS

Can the Intel Arc Pro B60 run LLaVA-OV-7B?

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

LLaVA-OV-7B on the Intel Arc Pro B60

QuantFits?Max contextSpeedBeyond context
FP16 yes 41k 17.4-21.6 t/s ~1.5-1.9 (slow)
Q8 yes 99k 34.8-43.2 t/s ~3.1-3.8 (slow)
Q4 yes 125k 62.1-77.1 t/s ~5.5-6.8 (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 LLaVA-OV-7B?โ–ถ

Yes. At Q4 it generates ~62.1-77.1 tok/s and fits up to 125k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5.5-6.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 125k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.