// RUN โ€” FITS

Can the NVIDIA B200 run DeepSeek-R1-Distill-Qwen-1.5B?

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

DeepSeek-R1-Distill-Qwen-1.5B on the NVIDIA B200

QuantFits?Max contextSpeedBeyond context
FP16 yes 2618k 1640.4-1955.1 t/s ~8.2-9.8 (slow)
Q8 yes 2645k 3280.9-3910.1 t/s ~16.4-19.6 (slow)
Q4 yes 2657k 5858.7-6982.3 t/s ~29.3-34.9 (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 DeepSeek-R1-Distill-Qwen-1.5B?โ–ถ

Yes. At Q4 it generates ~5858.7-6982.3 tok/s and fits up to 2657k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~29.3-34.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2657k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.