// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4070 run Tranception?

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

Tranception on the NVIDIA GeForce RTX 4070

QuantFits?Max contextSpeedBeyond context
FP16 yes 124k 262.8-313.2 t/s ~20.9-24.9 (slow)
Q8 yes 135k 525.6-626.4 t/s ~41.7-49.7 (slow)
Q4 yes 140k 938.6-1118.6 t/s ~74.5-88.8 (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 run Tranception?โ–ถ

Yes. At Q4 it generates ~938.6-1118.6 tok/s and fits up to 140k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~74.5-88.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 140k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.