// RUN โ€” FITS

Can the Intel Arc Pro B70 run Me Llama 13B?

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

Me Llama 13B on the Intel Arc Pro B70

QuantFits?Max contextSpeedBeyond context
FP16 yes 12k 13.6-16.8 t/s ~0.9-1.1 (slow)
Q8 yes 91k 27.1-33.7 t/s ~1.8-2.2 (slow)
Q4 yes 126k 48.4-60.1 t/s ~3.2-4 (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 Me Llama 13B?โ–ถ

Yes. At Q4 it generates ~48.4-60.1 tok/s and fits up to 126k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.2-4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 126k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.