// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3070 run Playground v2.5?

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

Playground v2.5 on the NVIDIA GeForce RTX 3070

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 36k 93.4-111.4 t/s ~8.3-9.9 (slow)
Q4 yes 60k 166.9-198.9 t/s ~14.9-17.8 (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 3070 run Playground v2.5?โ–ถ

Yes. At Q4 it generates ~166.9-198.9 tok/s and fits up to 60k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~14.9-17.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 60k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.