// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 10GB 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 3080 10GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 97k 414.5-494 t/s ~21.8-26 (slow)
Q8 yes 107k 829-988 t/s ~43.6-52 (slow)
Q4 yes 112k 1480.4-1764.4 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 3080 10GB run ESM1-670M (UR50/D)?โ–ถ

Yes. At Q4 it generates ~1480.4-1764.4 tok/s and fits up to 112k 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 112k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.