// RUN โ€” FITS

Can the NVIDIA RTX PRO 6000 Blackwell run Telechat2-115B?

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

Telechat2-115B on the NVIDIA RTX PRO 6000 Blackwell

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 68k 20.3-24.2 t/s ~0.5-0.5 (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 Telechat2-115B?โ–ถ

Yes. At Q4 it generates ~20.3-24.2 tok/s and fits up to 68k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.5-0.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 68k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.