// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4090 run iGPT-L?

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

iGPT-L on the NVIDIA GeForce RTX 4090

QuantFits?Max contextSpeedBeyond context
FP16 yes 272k 270.1-321.9 t/s ~10.7-12.8 (slow)
Q8 yes 293k 540.3-643.9 t/s ~21.4-25.6 (slow)
Q4 yes 302k 964.8-1149.8 t/s ~38.3-45.6 (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 iGPT-L?โ–ถ

Yes. At Q4 it generates ~964.8-1149.8 tok/s and fits up to 302k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~38.3-45.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 302k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.