// RUN โ€” FITS

Can the Intel Arc Pro B70 run SGPT BE 5.8B?

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

SGPT BE 5.8B on the Intel Arc Pro B70

QuantFits?Max contextSpeedBeyond context
FP16 yes 125k 30.4-37.7 t/s ~2-2.5 (slow)
Q8 yes 169k 60.8-75.5 t/s ~4-5 (slow)
Q4 yes 188k 108.6-134.8 t/s ~7.1-8.9 (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 SGPT BE 5.8B?โ–ถ

Yes. At Q4 it generates ~108.6-134.8 tok/s and fits up to 188k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7.1-8.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 188k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.