// RUN โ€” FITS

Can the Intel Gaudi 3 run Aya Vision 32B?

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

Aya Vision 32B on the Intel Gaudi 3

QuantFits?Max contextSpeedBeyond context
FP16 yes 191k 32.4-40.2 t/s ~0.4-0.4 (slow)
Q8 yes 317k 64.8-80.5 t/s ~0.7-0.9 (slow)
Q4 yes 373k 115.8-143.7 t/s ~1.3-1.6 (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 Gaudi 3 run Aya Vision 32B?โ–ถ

Yes. At Q4 it generates ~115.8-143.7 tok/s and fits up to 373k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.3-1.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 373k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.