// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 Ti run ImageBind?

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

ImageBind on the NVIDIA GeForce RTX 5070 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 173k 350.9-418.2 t/s ~15.7-18.7 (slow)
Q8 yes 188k 701.8-836.4 t/s ~31.3-37.3 (slow)
Q4 yes 194k 1253.2-1493.6 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 5070 Ti run ImageBind?โ–ถ

Yes. At Q4 it generates ~1253.2-1493.6 tok/s and fits up to 194k 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 194k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.