// RUN โ€” FITS

Can the Intel Arc B580 12GB run CodeGen2?

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

CodeGen2 on the Intel Arc B580 12GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 2k 29.5-36.6 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 B580 12GB run CodeGen2?โ–ถ

Yes. At Q4 it generates ~29.5-36.6 tok/s and fits up to 2k 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 2k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.