// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3070 Ti run MoEFold2D?

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

MoEFold2D on the NVIDIA GeForce RTX 3070 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 89k 231166.7-275500 t/s ~15208.3-18125 (slow)
Q8 yes 89k 462333.3-551000 t/s ~30416.7-36250 (slow)
Q4 yes 89k 825595.2-983928.6 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 3070 Ti run MoEFold2D?โ–ถ

Yes. At Q4 it generates ~825595.2-983928.6 tok/s and fits up to 89k 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 89k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.