// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 Ti run MoEFold2D?

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

MoEFold2D on the NVIDIA GeForce RTX 3090 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 314k 383250-456750 t/s ~15208.3-18125 (slow)
Q8 yes 314k 766500-913500 t/s ~30416.7-36250 (slow)
Q4 yes 314k 1368750-1631250 t/s ~54315.5-64732.1 (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 3090 Ti run MoEFold2D?โ–ถ

Yes. At Q4 it generates ~1368750-1631250 tok/s and fits up to 314k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~54315.5-64732.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 314k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.