// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 Ti run ESM2-8M?

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

ESM2-8M on the NVIDIA GeForce RTX 5070 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 201k 40880-48720 t/s ~1825-2175 (slow)
Q8 yes 202k 81760-97440 t/s ~3650-4350 (slow)
Q4 yes 202k 146000-174000 t/s ~6517.9-7767.9 (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 ESM2-8M?โ–ถ

Yes. At Q4 it generates ~146000-174000 tok/s and fits up to 202k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6517.9-7767.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 202k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.