// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 Ti run ESM3-open-small?

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

ESM3-open-small on the NVIDIA GeForce RTX 5070 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 159k 233.6-278.4 t/s ~10.4-12.4 (slow)
Q8 yes 180k 467.2-556.8 t/s ~20.9-24.9 (slow)
Q4 yes 190k 834.3-994.3 t/s ~37.2-44.4 (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 Ti run ESM3-open-small?โ–ถ

Yes. At Q4 it generates ~834.3-994.3 tok/s and fits up to 190k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~37.2-44.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 190k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.