// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4060 Ti 16GB run ESM1-43M?

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

ESM1-43M on the NVIDIA GeForce RTX 4060 Ti 16GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 200k 2467.6-2940.8 t/s ~342.7-408.5 (slow)
Q8 yes 201k 4935.2-5881.7 t/s ~685.4-816.9 (slow)
Q4 yes 201k 8812.9-10503 t/s ~1224-1458.8 (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 16GB run ESM1-43M?โ–ถ

Yes. At Q4 it generates ~8812.9-10503 tok/s and fits up to 201k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1224-1458.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 201k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.