// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 Ti run TAPE Transformer?

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

TAPE Transformer on the NVIDIA GeForce RTX 3090 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 313k 9682.1-11538.9 t/s ~384.2-457.9 (slow)
Q8 yes 313k 19364.2-23077.9 t/s ~768.4-915.8 (slow)
Q4 yes 314k 34578.9-41210.5 t/s ~1372.2-1635.3 (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 TAPE Transformer?โ–ถ

Yes. At Q4 it generates ~34578.9-41210.5 tok/s and fits up to 314k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1372.2-1635.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 314k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.