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Can the NVIDIA B200 run DistilProtBert?
Yes — here's how fast and up to what context, with real measured numbers.
DistilProtBert on the NVIDIA B200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2665k | 12695.7-15130.4 t/s | ~63.5-75.7 (slow) |
| Q8 | yes | 2669k | 25391.3-30260.9 t/s | ~127-151.3 (slow) |
| Q4 | yes | 2670k | 45341.6-54037.3 t/s | ~226.7-270.2 (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 DistilProtBert?▶
Yes. At Q4 it generates ~45341.6-54037.3 tok/s and fits up to 2670k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~226.7-270.2 tok/s.
How much context fits?▶
At Q4, up to about 2670k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.