// RUN โ€” FITS

Can the Intel Arc Pro B50 run Typhoon 2.1 Gemma 4B?

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

Typhoon 2.1 Gemma 4B on the Intel Arc Pro B50

QuantFits?Max contextSpeedBeyond context
FP16 yes 80k 16.2-20.2 t/s ~2.9-3.6 (slow)
Q8 yes 141k 32.5-40.3 t/s ~5.8-7.2 (slow)
Q4 yes 168k 58-72 t/s ~10.4-12.9 (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 Typhoon 2.1 Gemma 4B?โ–ถ

Yes. At Q4 it generates ~58-72 tok/s and fits up to 168k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~10.4-12.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 168k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.