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Can the NVIDIA B200 run BLOOM-560M?
Yes — here's how fast and up to what context, with real measured numbers.
BLOOM-560M on the NVIDIA B200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2655k | 5214.3-6214.3 t/s | ~26.1-31.1 (slow) |
| Q8 | yes | 2664k | 10428.6-12428.6 t/s | ~52.1-62.1 (slow) |
| Q4 | yes | 2668k | 18622.4-22193.9 t/s | ~93.1-111 (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 BLOOM-560M?▶
Yes. At Q4 it generates ~18622.4-22193.9 tok/s and fits up to 2668k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~93.1-111 tok/s.
How much context fits?▶
At Q4, up to about 2668k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.