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Can the NVIDIA B200 run BIDAF?
Yes — here's how fast and up to what context, with real measured numbers.
BIDAF on the NVIDIA B200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2672k | 1123076.9-1338461.5 t/s | ~5615.4-6692.3 (slow) |
| Q8 | yes | 2672k | 2246153.8-2676923.1 t/s | ~11230.8-13384.6 (slow) |
| Q4 | yes | 2672k | 4010989-4780219.8 t/s | ~20054.9-23901.1 (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 BIDAF?▶
Yes. At Q4 it generates ~4010989-4780219.8 tok/s and fits up to 2672k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~20054.9-23901.1 tok/s.
How much context fits?▶
At Q4, up to about 2672k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.