// RUN โ€” FITS

Can the Instinct MI430X run Stable Beluga 2?

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

Stable Beluga 2 on the Instinct MI430X

QuantFits?Max contextSpeedBeyond context
FP16 yes 781k 104.9-128.2 t/s ~0.2-0.2 (slow)
Q8 yes 995k 209.7-256.3 t/s ~0.4-0.4 (slow)
Q4 yes 1089k 374.5-457.7 t/s ~0.6-0.8 (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 Stable Beluga 2?โ–ถ

Yes. At Q4 it generates ~374.5-457.7 tok/s and fits up to 1089k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.6-0.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1089k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.