// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4070 Ti Super run ESM2-150M?

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

ESM2-150M on the NVIDIA GeForce RTX 4070 Ti Super

QuantFits?Max contextSpeedBeyond context
FP16 yes 197k 1635.2-1948.8 t/s ~97.3-116 (slow)
Q8 yes 199k 3270.4-3897.6 t/s ~194.7-232 (slow)
Q4 yes 200k 5840-6960 t/s ~347.6-414.3 (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 4070 Ti Super run ESM2-150M?โ–ถ

Yes. At Q4 it generates ~5840-6960 tok/s and fits up to 200k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~347.6-414.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 200k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.