// RUN โ€” FITS

Can the AMD Instinct MI300X 192GB run Qwen3-32B?

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

Qwen3-32B on the AMD Instinct MI300X 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 418k 50.9-62.2 t/s ~0.4-0.5 (slow)
Q8 yes 543k 101.8-124.4 t/s ~0.8-0.9 (slow)
Q4 yes 598k 181.8-222.2 t/s ~1.4-1.7 (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 Qwen3-32B?โ–ถ

Yes. At Q4 it generates ~181.8-222.2 tok/s and fits up to 598k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.4-1.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 598k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.