// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 Ti run Flan T5-XXL + BLIP-2?

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

Flan T5-XXL + BLIP-2 on the NVIDIA GeForce RTX 3080 Ti

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 17k 98.3-117.1 t/s ~4.3-5.1 (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 Flan T5-XXL + BLIP-2?โ–ถ

Yes. At Q4 it generates ~98.3-117.1 tok/s and fits up to 17k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.3-5.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 17k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.