// RUN โ€” FITS

Can the Intel Arc A770 16GB run Llama 3.2 11B?

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

Llama 3.2 11B on the Intel Arc A770 16GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 16k 30.6-38 t/s ~2.2-2.7 (slow)
Q4 yes 44k 54.7-67.9 t/s ~3.9-4.9 (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 A770 16GB run Llama 3.2 11B?โ–ถ

Yes. At Q4 it generates ~54.7-67.9 tok/s and fits up to 44k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.9-4.9 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.