// RUN — FITS

Can the Intel Arc Pro B60 run Xinyuan (心元大模型)?

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

Xinyuan (心元大模型) on the Intel Arc Pro B60

QuantFits?Max contextSpeedBeyond context
FP16 no
Q8 yes 40k 18.9-23.5 t/s ~1.7-2.1 (slow)
Q4 yes 78k 33.7-41.9 t/s ~3-3.7 (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 B60 run Xinyuan (心元大模型)?

Yes. At Q4 it generates ~33.7-41.9 tok/s and fits up to 78k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3-3.7 tok/s.

How much context fits?

At Q4, up to about 78k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.