// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4070 run SeqVec?

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

SeqVec on the NVIDIA GeForce RTX 4070

QuantFits?Max contextSpeedBeyond context
FP16 yes 143k 1978.1-2357.4 t/s ~157-187.1 (slow)
Q8 yes 144k 3956.1-4714.8 t/s ~314-374.2 (slow)
Q4 yes 145k 7064.5-8419.4 t/s ~560.7-668.2 (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 4070 run SeqVec?โ–ถ

Yes. At Q4 it generates ~7064.5-8419.4 tok/s and fits up to 145k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~560.7-668.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 145k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.