// RUN โ€” FITS

Can the Instinct MI430X run Ovis1.6-Gemma2-27B?

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

Ovis1.6-Gemma2-27B on the Instinct MI430X

QuantFits?Max contextSpeedBeyond context
FP16 yes 1290k 254-310.4 t/s ~0.4-0.5 (slow)
Q8 yes 1400k 507.9-620.8 t/s ~0.9-1.1 (slow)
Q4 yes 1449k 907-1108.6 t/s ~1.6-1.9 (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 Instinct MI430X run Ovis1.6-Gemma2-27B?โ–ถ

Yes. At Q4 it generates ~907-1108.6 tok/s and fits up to 1449k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.6-1.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1449k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.