// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3070 run Ankh_large?

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

Ankh_large on the NVIDIA GeForce RTX 3070

QuantFits?Max contextSpeedBeyond context
FP16 yes 31k 86.1-102.6 t/s ~7.7-9.2 (slow)
Q8 yes 60k 172.1-205.1 t/s ~15.4-18.3 (slow)
Q4 yes 73k 307.4-366.3 t/s ~27.4-32.7 (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 Ankh_large?โ–ถ

Yes. At Q4 it generates ~307.4-366.3 tok/s and fits up to 73k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~27.4-32.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 73k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.