// RUN โ€” FITS

Can the Intel Arc Pro B60 run Code Llama-34B?

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

Code Llama-34B on the Intel Arc Pro B60

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 6k 13.9-17.2 t/s ~1.2-1.5 (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 Code Llama-34B?โ–ถ

Yes. At Q4 it generates ~13.9-17.2 tok/s and fits up to 6k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.2-1.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 6k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.