// RUN โ€” FITS

Can the Intel Arc B580 12GB run UDSMProt?

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

UDSMProt on the Intel Arc B580 12GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 145k 4672.2-5799.9 t/s ~409.8-508.8 (slow)
Q8 yes 145k 9344.3-11599.9 t/s ~819.7-1017.5 (slow)
Q4 yes 145k 16686.3-20714 t/s ~1463.7-1817 (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 B580 12GB run UDSMProt?โ–ถ

Yes. At Q4 it generates ~16686.3-20714 tok/s and fits up to 145k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1463.7-1817 tok/s.

How much context fits?โ–ถ

At Q4, up to about 145k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.