// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 Ti run LateOn-Code?

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

LateOn-Code on the NVIDIA GeForce RTX 3090 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 310k 2830.2-3372.9 t/s ~112.3-133.8 (slow)
Q8 yes 312k 5660.3-6745.8 t/s ~224.6-267.7 (slow)
Q4 yes 313k 10107.7-12046.2 t/s ~401.1-478 (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 LateOn-Code?โ–ถ

Yes. At Q4 it generates ~10107.7-12046.2 tok/s and fits up to 313k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~401.1-478 tok/s.

How much context fits?โ–ถ

At Q4, up to about 313k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.