// RUN โ€” FITS

Can the AMD Radeon RX 7900 XT run SGPT BE 5.8B?

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

SGPT BE 5.8B on the AMD Radeon RX 7900 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 40k 43.4-53.1 t/s ~2.2-2.7 (slow)
Q8 yes 85k 86.9-106.2 t/s ~4.3-5.3 (slow)
Q4 yes 104k 155.2-189.7 t/s ~7.8-9.5 (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 RX 7900 XT run SGPT BE 5.8B?โ–ถ

Yes. At Q4 it generates ~155.2-189.7 tok/s and fits up to 104k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7.8-9.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 104k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.