// RUN โ€” FITS

Can the AMD Instinct MI300X 192GB run Stable Code 3B?

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

Stable Code 3B on the AMD Instinct MI300X 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 2587k 597-729.7 t/s ~4.5-5.5 (slow)
Q8 yes 2630k 1194-1459.4 t/s ~9-11 (slow)
Q4 yes 2649k 2132.2-2606 t/s ~16.1-19.7 (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 Stable Code 3B?โ–ถ

Yes. At Q4 it generates ~2132.2-2606 tok/s and fits up to 2649k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~16.1-19.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2649k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.