// RUN โ€” FITS

Can the Instinct MI440X run Granite SWASH 3B?

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

Granite SWASH 3B on the Instinct MI440X

QuantFits?Max contextSpeedBeyond context
FP16 yes 5949k 2044.4-2498.7 t/s ~4.2-5.1 (slow)
Q8 yes 5995k 4088.7-4997.4 t/s ~8.3-10.2 (slow)
Q4 yes 6016k 7301.3-8923.8 t/s ~14.9-18.2 (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 Instinct MI440X run Granite SWASH 3B?โ–ถ

Yes. At Q4 it generates ~7301.3-8923.8 tok/s and fits up to 6016k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~14.9-18.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 6016k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.