// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5060 Ti 8GB 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 5060 Ti 8GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 457 56.4-67.2 t/s ~5-6 (slow)
Q4 yes 20k 100.7-120 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 5060 Ti 8GB run SGPT BE 5.8B?โ–ถ

Yes. At Q4 it generates ~100.7-120 tok/s and fits up to 20k 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 20k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.