// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 10GB run RWKV-6 (Finch) 3B?

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

RWKV-6 (Finch) 3B on the NVIDIA GeForce RTX 3080 10GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 23k 89.5-106.6 t/s ~4.7-5.6 (slow)
Q8 yes 70k 179-213.3 t/s ~9.4-11.2 (slow)
Q4 yes 91k 319.6-380.9 t/s ~16.8-20 (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 RWKV-6 (Finch) 3B?โ–ถ

Yes. At Q4 it generates ~319.6-380.9 tok/s and fits up to 91k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~16.8-20 tok/s.

How much context fits?โ–ถ

At Q4, up to about 91k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.