// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5090 run Cohere Transcribe?

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

Cohere Transcribe on the NVIDIA GeForce RTX 5090

QuantFits?Max contextSpeedBeyond context
FP16 yes 365k 327-389.8 t/s ~7.3-8.7 (slow)
Q8 yes 396k 654.1-779.5 t/s ~14.6-17.4 (slow)
Q4 yes 409k 1168-1392 t/s ~26.1-31.1 (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 5090 run Cohere Transcribe?โ–ถ

Yes. At Q4 it generates ~1168-1392 tok/s and fits up to 409k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~26.1-31.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 409k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.