// RUN โ€” FITS

Can the AMD Radeon Pro W7900 48GB run OpenELM-450M?

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

OpenELM-450M on the AMD Radeon Pro W7900 48GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 637k 604.8-739.2 t/s ~28-34.2 (slow)
Q8 yes 644k 1209.6-1478.4 t/s ~56-68.4 (slow)
Q4 yes 647k 2160-2640 t/s ~100-122.2 (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 OpenELM-450M?โ–ถ

Yes. At Q4 it generates ~2160-2640 tok/s and fits up to 647k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~100-122.2 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.