// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 run ESM1v?

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

ESM1v on the NVIDIA GeForce RTX 5070

QuantFits?Max contextSpeedBeyond context
FP16 yes 126k 377.4-449.7 t/s ~22.5-26.8 (slow)
Q8 yes 136k 754.7-899.4 t/s ~44.9-53.5 (slow)
Q4 yes 140k 1347.7-1606.2 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 5070 run ESM1v?โ–ถ

Yes. At Q4 it generates ~1347.7-1606.2 tok/s and fits up to 140k 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 140k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.