// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5060 Ti 8GB run ESM1-670M (UR50/D)?

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

ESM1-670M (UR50/D) on the NVIDIA GeForce RTX 5060 Ti 8GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 69k 244.4-291.2 t/s ~21.8-26 (slow)
Q8 yes 79k 488.7-582.4 t/s ~43.6-52 (slow)
Q4 yes 84k 872.7-1040 t/s ~77.9-92.9 (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 5060 Ti 8GB run ESM1-670M (UR50/D)?โ–ถ

Yes. At Q4 it generates ~872.7-1040 tok/s and fits up to 84k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~77.9-92.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 84k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.