// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 run Vicuna-13B-v1.3?

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

Vicuna-13B-v1.3 on the NVIDIA GeForce RTX 3090

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 46k 52.6-62.6 t/s ~2.2-2.7 (slow)
Q4 yes 81k 93.9-111.9 t/s ~4-4.8 (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 3090 run Vicuna-13B-v1.3?โ–ถ

Yes. At Q4 it generates ~93.9-111.9 tok/s and fits up to 81k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4-4.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 81k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.