// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4060 Ti 8GB 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 4060 Ti 8GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 89k 13140-15660 t/s ~1825-2175 (slow)
Q8 yes 89k 26280-31320 t/s ~3650-4350 (slow)
Q4 yes 89k 46928.6-55928.6 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 4060 Ti 8GB run ESM2-8M?โ–ถ

Yes. At Q4 it generates ~46928.6-55928.6 tok/s and fits up to 89k 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 89k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.