// RUN โ€” FITS

Can the Instinct MI430X run Minitron 8B?

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

Minitron 8B on the Instinct MI430X

QuantFits?Max contextSpeedBeyond context
FP16 yes 2894k 884.3-1080.8 t/s ~1.5-1.9 (slow)
Q8 yes 2957k 1768.6-2161.6 t/s ~3-3.7 (slow)
Q4 yes 2985k 3158.1-3859.9 t/s ~5.4-6.6 (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 Instinct MI430X run Minitron 8B?โ–ถ

Yes. At Q4 it generates ~3158.1-3859.9 tok/s and fits up to 2985k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5.4-6.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2985k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.