// RUN โ€” FITS

Can the Intel Arc Pro B70 run ProGen2-xlarge?

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

ProGen2-xlarge on the Intel Arc Pro B70

QuantFits?Max contextSpeedBeyond context
FP16 yes 116k 27.6-34.2 t/s ~1.8-2.3 (slow)
Q8 yes 164k 55.1-68.4 t/s ~3.6-4.5 (slow)
Q4 yes 186k 98.4-122.1 t/s ~6.5-8 (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 B70 run ProGen2-xlarge?โ–ถ

Yes. At Q4 it generates ~98.4-122.1 tok/s and fits up to 186k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.5-8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 186k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.