// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5090 run GRITLM 8x7B?

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

GRITLM 8x7B on the NVIDIA GeForce RTX 5090

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 5k 50-59.6 t/s ~1.1-1.3 (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 5090 run GRITLM 8x7B?โ–ถ

Yes. At Q4 it generates ~50-59.6 tok/s and fits up to 5k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.1-1.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 5k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.