// RUN โ€” FITS

Can the Intel Arc Pro B70 run XGLM-7.5B?

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

XGLM-7.5B on the Intel Arc Pro B70

QuantFits?Max contextSpeedBeyond context
FP16 yes 99k 23.5-29.2 t/s ~1.5-1.9 (slow)
Q8 yes 156k 47-58.4 t/s ~3.1-3.8 (slow)
Q4 yes 181k 84-104.2 t/s ~5.5-6.9 (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 B70 run XGLM-7.5B?โ–ถ

Yes. At Q4 it generates ~84-104.2 tok/s and fits up to 181k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5.5-6.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 181k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.