// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 Ti run Kosmos-2.5?

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

Kosmos-2.5 on the NVIDIA GeForce RTX 5070 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 162k 251.6-299.8 t/s ~11.2-13.4 (slow)
Q8 yes 182k 503.1-599.6 t/s ~22.5-26.8 (slow)
Q4 yes 191k 898.5-1070.8 t/s ~40.1-47.8 (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 Kosmos-2.5?โ–ถ

Yes. At Q4 it generates ~898.5-1070.8 tok/s and fits up to 191k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~40.1-47.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 191k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.