// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 Ti run ImageBind?

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

ImageBind on the NVIDIA GeForce RTX 3080 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 117k 357.2-425.7 t/s ~15.7-18.7 (slow)
Q8 yes 131k 714.3-851.3 t/s ~31.3-37.3 (slow)
Q4 yes 138k 1275.6-1520.2 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 3080 Ti run ImageBind?โ–ถ

Yes. At Q4 it generates ~1275.6-1520.2 tok/s and fits up to 138k 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 138k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.