// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 run Unified-IO (XL)?

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

Unified-IO (XL) on the NVIDIA GeForce RTX 5070

QuantFits?Max contextSpeedBeyond context
FP16 yes 56k 83.9-99.9 t/s ~5-5.9 (slow)
Q8 yes 101k 167.7-199.9 t/s ~10-11.9 (slow)
Q4 yes 121k 299.5-356.9 t/s ~17.8-21.2 (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 run Unified-IO (XL)?โ–ถ

Yes. At Q4 it generates ~299.5-356.9 tok/s and fits up to 121k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~17.8-21.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 121k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.