// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4090 run EMDR?

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

EMDR on the NVIDIA GeForce RTX 4090

QuantFits?Max contextSpeedBeyond context
FP16 yes 301k 836.2-996.5 t/s ~33.2-39.5 (slow)
Q8 yes 307k 1672.4-1993.1 t/s ~66.4-79.1 (slow)
Q4 yes 310k 2986.4-3559.1 t/s ~118.5-141.2 (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 4090 run EMDR?โ–ถ

Yes. At Q4 it generates ~2986.4-3559.1 tok/s and fits up to 310k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~118.5-141.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 310k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.