// RUN โ€” FITS

Can the AMD Radeon Pro W7900 48GB run SRU++ Large?

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

SRU++ Large on the AMD Radeon Pro W7900 48GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 644k 1163.1-1421.5 t/s ~53.8-65.8 (slow)
Q8 yes 647k 2326.2-2843.1 t/s ~107.7-131.6 (slow)
Q4 yes 649k 4153.8-5076.9 t/s ~192.3-235 (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 SRU++ Large?โ–ถ

Yes. At Q4 it generates ~4153.8-5076.9 tok/s and fits up to 649k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~192.3-235 tok/s.

How much context fits?โ–ถ

At Q4, up to about 649k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.