// RUN โ€” FITS

Can the AMD Radeon RX 6900 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 6900 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 12k 27.8-34 t/s ~2.2-2.7 (slow)
Q8 yes 57k 55.6-68 t/s ~4.3-5.3 (slow)
Q4 yes 76k 99.3-121.4 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 6900 XT run SGPT BE 5.8B?โ–ถ

Yes. At Q4 it generates ~99.3-121.4 tok/s and fits up to 76k 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 76k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.