// RUN โ€” FITS

Can the Instinct MI455X run Ovis1.6-Gemma2-9B?

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

Ovis1.6-Gemma2-9B on the Instinct MI455X

QuantFits?Max contextSpeedBeyond context
FP16 yes 2292k 605.3-739.8 t/s ~1.2-1.5 (slow)
Q8 yes 2354k 1210.6-1479.6 t/s ~2.5-3 (slow)
Q4 yes 2382k 2161.8-2642.2 t/s ~4.4-5.4 (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 MI455X run Ovis1.6-Gemma2-9B?โ–ถ

Yes. At Q4 it generates ~2161.8-2642.2 tok/s and fits up to 2382k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.4-5.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2382k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.