// RUN โ€” FITS

Can the AMD Radeon Pro W7900 48GB run Spec-Drafter?

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

Spec-Drafter on the AMD Radeon Pro W7900 48GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 636k 544.3-665.3 t/s ~25.2-30.8 (slow)
Q8 yes 643k 1088.6-1330.6 t/s ~50.4-61.6 (slow)
Q4 yes 647k 1944-2376 t/s ~90-110 (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 Radeon Pro W7900 48GB run Spec-Drafter?โ–ถ

Yes. At Q4 it generates ~1944-2376 tok/s and fits up to 647k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~90-110 tok/s.

How much context fits?โ–ถ

At Q4, up to about 647k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.