// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 Ti run MoEFold2D?

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

MoEFold2D on the NVIDIA GeForce RTX 3080 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 146k 346750-413250 t/s ~15208.3-18125 (slow)
Q8 yes 146k 693500-826500 t/s ~30416.7-36250 (slow)
Q4 yes 146k 1238392.9-1475892.9 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 3080 Ti run MoEFold2D?โ–ถ

Yes. At Q4 it generates ~1238392.9-1475892.9 tok/s and fits up to 146k 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 146k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.