// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 run ESM1v?

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

ESM1v on the NVIDIA GeForce RTX 3090

QuantFits?Max contextSpeedBeyond context
FP16 yes 294k 525.6-626.4 t/s ~22.5-26.8 (slow)
Q8 yes 304k 1051.2-1252.8 t/s ~44.9-53.5 (slow)
Q4 yes 308k 1877.1-2237.1 t/s ~80.2-95.6 (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 3090 run ESM1v?โ–ถ

Yes. At Q4 it generates ~1877.1-2237.1 tok/s and fits up to 308k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~80.2-95.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 308k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.