// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 Ti run GemNet-T (OC20)?

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

GemNet-T (OC20) on the NVIDIA GeForce RTX 3090 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 314k 193642.1-230778.9 t/s ~7684.2-9157.9 (slow)
Q8 yes 314k 387284.2-461557.9 t/s ~15368.4-18315.8 (slow)
Q4 yes 314k 691578.9-824210.5 t/s ~27443.6-32706.8 (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 GemNet-T (OC20)?โ–ถ

Yes. At Q4 it generates ~691578.9-824210.5 tok/s and fits up to 314k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~27443.6-32706.8 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.