// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 10GB run Sailor-7B-Chat?

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

Sailor-7B-Chat on the NVIDIA GeForce RTX 3080 10GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 26k 128.3-152.9 t/s ~6.8-8 (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 10GB run Sailor-7B-Chat?โ–ถ

Yes. At Q4 it generates ~128.3-152.9 tok/s and fits up to 26k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.8-8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 26k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.