// RUN โ€” FITS

Can the Intel Arc Pro B60 run CodeGen-Mono 16.1B?

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

CodeGen-Mono 16.1B on the Intel Arc Pro B60

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 17k 16.4-20.4 t/s ~1.4-1.8 (slow)
Q4 yes 44k 29.3-36.4 t/s ~2.6-3.2 (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 CodeGen-Mono 16.1B?โ–ถ

Yes. At Q4 it generates ~29.3-36.4 tok/s and fits up to 44k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2.6-3.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 44k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.