// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4070 Ti Super run Llama SEA-LION V2 8B?

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

Llama SEA-LION V2 8B on the NVIDIA GeForce RTX 4070 Ti Super

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 40k 61.3-73.1 t/s ~3.7-4.4 (slow)
Q4 yes 67k 109.5-130.5 t/s ~6.5-7.8 (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 4070 Ti Super run Llama SEA-LION V2 8B?โ–ถ

Yes. At Q4 it generates ~109.5-130.5 tok/s and fits up to 67k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.5-7.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 67k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.