// RUN โ€” FITS

Can the Intel Arc Pro B50 run HGRN 1B (WT 103)?

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

HGRN 1B (WT 103) on the Intel Arc Pro B50

QuantFits?Max contextSpeedBeyond context
FP16 yes 171k 65-80.6 t/s ~11.6-14.4 (slow)
Q8 yes 186k 129.9-161.3 t/s ~23.2-28.8 (slow)
Q4 yes 193k 232-288 t/s ~41.4-51.4 (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 B50 run HGRN 1B (WT 103)?โ–ถ

Yes. At Q4 it generates ~232-288 tok/s and fits up to 193k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~41.4-51.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 193k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.