// RUN โ€” FITS

Can the Instinct MI430X run DiffusionGemma 26B-A4B?

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

DiffusionGemma 26B-A4B on the Instinct MI430X

QuantFits?Max contextSpeedBeyond context
FP16 yes 1312k 282.3-345 t/s ~0.5-0.6 (slow)
Q8 yes 1411k 564.6-690 t/s ~1-1.2 (slow)
Q4 yes 1455k 1008.2-1232.2 t/s ~1.7-2.1 (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 MI430X run DiffusionGemma 26B-A4B?โ–ถ

Yes. At Q4 it generates ~1008.2-1232.2 tok/s and fits up to 1455k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.7-2.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1455k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.