// RUN โ€” FITS

Can the AMD Instinct MI300X 192GB run Llama Nemotron Super 49B?

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

Llama Nemotron Super 49B on the AMD Instinct MI300X 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 235k 34.1-41.6 t/s ~0.3-0.3 (slow)
Q8 yes 385k 68.1-83.3 t/s ~0.5-0.6 (slow)
Q4 yes 451k 121.7-148.7 t/s ~0.9-1.1 (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 Llama Nemotron Super 49B?โ–ถ

Yes. At Q4 it generates ~121.7-148.7 tok/s and fits up to 451k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.9-1.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 451k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.