// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3070 run OpenELM-1.1B?

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

OpenELM-1.1B on the NVIDIA GeForce RTX 3070

QuantFits?Max contextSpeedBeyond context
FP16 yes 56k 151.4-180.4 t/s ~13.5-16.1 (slow)
Q8 yes 73k 302.8-360.9 t/s ~27-32.2 (slow)
Q4 yes 80k 540.7-644.4 t/s ~48.3-57.5 (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 3070 run OpenELM-1.1B?โ–ถ

Yes. At Q4 it generates ~540.7-644.4 tok/s and fits up to 80k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~48.3-57.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 80k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.