// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 10GB run ImageBind?

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

ImageBind on the NVIDIA GeForce RTX 3080 10GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 89k 297.6-354.7 t/s ~15.7-18.7 (slow)
Q8 yes 103k 595.3-709.4 t/s ~31.3-37.3 (slow)
Q4 yes 110k 1063-1266.9 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 10GB run ImageBind?โ–ถ

Yes. At Q4 it generates ~1063-1266.9 tok/s and fits up to 110k 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 110k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.