// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 Ti run ESM1b?

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

ESM1b on the NVIDIA GeForce RTX 5070 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 182k 501.3-597.4 t/s ~22.4-26.7 (slow)
Q8 yes 192k 1002.6-1194.8 t/s ~44.8-53.3 (slow)
Q4 yes 196k 1790.3-2133.7 t/s ~79.9-95.3 (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 5070 Ti run ESM1b?โ–ถ

Yes. At Q4 it generates ~1790.3-2133.7 tok/s and fits up to 196k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~79.9-95.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 196k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.