// RUN โ€” FITS

Can the NVIDIA RTX PRO 6000 Blackwell run TRIMELMext (7M)?

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

TRIMELMext (7M) on the NVIDIA RTX PRO 6000 Blackwell

QuantFits?Max contextSpeedBeyond context
FP16 yes 1325k 93440-111360 t/s ~2085.7-2485.7 (slow)
Q8 yes 1325k 186880-222720 t/s ~4171.4-4971.4 (slow)
Q4 yes 1325k 333714.3-397714.3 t/s ~7449-8877.6 (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 RTX PRO 6000 Blackwell run TRIMELMext (7M)?โ–ถ

Yes. At Q4 it generates ~333714.3-397714.3 tok/s and fits up to 1325k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7449-8877.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1325k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.