// RUN โ€” FITS

Can the NVIDIA B200 run ANITA-NEXT 24B Vision?

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

ANITA-NEXT 24B Vision on the NVIDIA B200

QuantFits?Max contextSpeedBeyond context
FP16 yes 485k 121.7-145 t/s ~0.6-0.7 (slow)
Q8 yes 577k 243.3-290 t/s ~1.2-1.5 (slow)
Q4 yes 617k 434.5-517.9 t/s ~2.2-2.6 (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 B200 run ANITA-NEXT 24B Vision?โ–ถ

Yes. At Q4 it generates ~434.5-517.9 tok/s and fits up to 617k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2.2-2.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 617k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.