// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3070 Ti run CLIP (ViT L/14@336px)?

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

CLIP (ViT L/14@336px) on the NVIDIA GeForce RTX 3070 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 78k 599.8-714.8 t/s ~39.5-47 (slow)
Q8 yes 84k 1199.6-1429.6 t/s ~78.9-94.1 (slow)
Q4 yes 86k 2142.1-2552.9 t/s ~140.9-168 (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 Ti run CLIP (ViT L/14@336px)?โ–ถ

Yes. At Q4 it generates ~2142.1-2552.9 tok/s and fits up to 86k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~140.9-168 tok/s.

How much context fits?โ–ถ

At Q4, up to about 86k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.