// RUN โ€” FITS

Can the Intel Arc Pro B70 run Flan T5-XXL + BLIP-2?

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

Flan T5-XXL + BLIP-2 on the Intel Arc Pro B70

QuantFits?Max contextSpeedBeyond context
FP16 yes 23k 14.6-18.1 t/s ~1-1.2 (slow)
Q8 yes 97k 29.1-36.2 t/s ~1.9-2.4 (slow)
Q4 yes 129k 52-64.6 t/s ~3.4-4.3 (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 Flan T5-XXL + BLIP-2?โ–ถ

Yes. At Q4 it generates ~52-64.6 tok/s and fits up to 129k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.4-4.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 129k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.