// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 run ImageBind?

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

ImageBind on the NVIDIA GeForce RTX 3090

QuantFits?Max contextSpeedBeyond context
FP16 yes 286k 366.6-436.9 t/s ~15.7-18.7 (slow)
Q8 yes 300k 733.1-873.7 t/s ~31.3-37.3 (slow)
Q4 yes 306k 1309.2-1560.2 t/s ~55.9-66.7 (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 3090 run ImageBind?โ–ถ

Yes. At Q4 it generates ~1309.2-1560.2 tok/s and fits up to 306k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~55.9-66.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 306k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.