// RUN โ€” FITS

Can the Instinct MI430X run DeciCoder-6B?

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

DeciCoder-6B on the Instinct MI430X

QuantFits?Max contextSpeedBeyond context
FP16 yes 2929k 1223.3-1495.1 t/s ~2.1-2.6 (slow)
Q8 yes 2975k 2446.5-2990.2 t/s ~4.2-5.1 (slow)
Q4 yes 2995k 4368.8-5339.6 t/s ~7.5-9.2 (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 DeciCoder-6B?โ–ถ

Yes. At Q4 it generates ~4368.8-5339.6 tok/s and fits up to 2995k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7.5-9.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2995k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.