// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 Ti run TurboVLA?

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

TurboVLA on the NVIDIA GeForce RTX 3090 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 308k 1839.6-2192.4 t/s ~73-87 (slow)
Q8 yes 311k 3679.2-4384.8 t/s ~146-174 (slow)
Q4 yes 312k 6570-7830 t/s ~260.7-310.7 (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 Ti run TurboVLA?โ–ถ

Yes. At Q4 it generates ~6570-7830 tok/s and fits up to 312k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~260.7-310.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 312k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.