// RUN โ€” FITS

Can the AMD Instinct MI300X 192GB run DBRX?

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

DBRX on the AMD Instinct MI300X 192GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 132k 25.3-30.9 t/s ~0.2-0.2 (slow)
Q4 yes 309k 45.2-55.2 t/s ~0.3-0.4 (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 AMD Instinct MI300X 192GB run DBRX?โ–ถ

Yes. At Q4 it generates ~45.2-55.2 tok/s and fits up to 309k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.3-0.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 309k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.