// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 Ti 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 NVIDIA GeForce RTX 3080 Ti

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 29k 114.8-136.8 t/s ~5-6 (slow)
Q4 yes 48k 205-244.3 t/s ~9-10.7 (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 NVIDIA GeForce RTX 3080 Ti run SGPT BE 5.8B?โ–ถ

Yes. At Q4 it generates ~205-244.3 tok/s and fits up to 48k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~9-10.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 48k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.