// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 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 3090 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 303k 994.4-1185.1 t/s ~39.5-47 (slow)
Q8 yes 308k 1988.8-2370.2 t/s ~78.9-94.1 (slow)
Q4 yes 311k 3551.4-4232.4 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 3090 Ti run CLIP (ViT L/14@336px)?โ–ถ

Yes. At Q4 it generates ~3551.4-4232.4 tok/s and fits up to 311k 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 311k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.