// RUN โ€” FITS

Can the Instinct MI430X run DeciLM 6B?

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

DeciLM 6B on the Instinct MI430X

QuantFits?Max contextSpeedBeyond context
FP16 yes 2934k 1287.6-1573.8 t/s ~2.2-2.7 (slow)
Q8 yes 2977k 2575.3-3147.5 t/s ~4.4-5.4 (slow)
Q4 yes 2996k 4598.7-5620.6 t/s ~7.9-9.6 (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 DeciLM 6B?โ–ถ

Yes. At Q4 it generates ~4598.7-5620.6 tok/s and fits up to 2996k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7.9-9.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2996k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.