// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 run Swallow?

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

Swallow on the NVIDIA GeForce RTX 5070

QuantFits?Max contextSpeedBeyond context
FP16 yes 143k 3504-4176 t/s ~208.6-248.6 (slow)
Q8 yes 145k 7008-8352 t/s ~417.1-497.1 (slow)
Q4 yes 145k 12514.3-14914.3 t/s ~744.9-887.8 (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 run Swallow?โ–ถ

Yes. At Q4 it generates ~12514.3-14914.3 tok/s and fits up to 145k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~744.9-887.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 145k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.