// RUN โ€” FITS

Can the Intel Arc Pro B50 run DeciCoder-1B?

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

DeciCoder-1B on the Intel Arc Pro B50

QuantFits?Max contextSpeedBeyond context
FP16 yes 168k 59.1-73.3 t/s ~10.5-13.1 (slow)
Q8 yes 185k 118.1-146.6 t/s ~21.1-26.2 (slow)
Q4 yes 192k 210.9-261.8 t/s ~37.7-46.8 (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 B50 run DeciCoder-1B?โ–ถ

Yes. At Q4 it generates ~210.9-261.8 tok/s and fits up to 192k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~37.7-46.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 192k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.