// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 10GB run Infinity?

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

Infinity on the NVIDIA GeForce RTX 3080 10GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 56k 138.7-165.3 t/s ~7.3-8.7 (slow)
Q8 yes 87k 277.4-330.6 t/s ~14.6-17.4 (slow)
Q4 yes 100k 495.4-590.4 t/s ~26.1-31.1 (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 3080 10GB run Infinity?โ–ถ

Yes. At Q4 it generates ~495.4-590.4 tok/s and fits up to 100k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~26.1-31.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 100k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.