// RUN โ€” FITS

Can the Intel Arc Pro B70 run Qwen2.5 Instruct (32B)?

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

Qwen2.5 Instruct (32B) on the Intel Arc Pro B70

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 37k 19.4-24.1 t/s ~1.3-1.6 (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 Qwen2.5 Instruct (32B)?โ–ถ

Yes. At Q4 it generates ~19.4-24.1 tok/s and fits up to 37k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.3-1.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 37k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.