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Can the NVIDIA B200 run AWD-LSTM-DOC (fin) (37M)?
Yes — here's how fast and up to what context, with real measured numbers.
AWD-LSTM-DOC (fin) (37M) on the NVIDIA B200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2671k | 78918.9-94054.1 t/s | ~394.6-470.3 (slow) |
| Q8 | yes | 2672k | 157837.8-188108.1 t/s | ~789.2-940.5 (slow) |
| Q4 | yes | 2672k | 281853.3-335907.3 t/s | ~1409.3-1679.5 (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 AWD-LSTM-DOC (fin) (37M)?▶
Yes. At Q4 it generates ~281853.3-335907.3 tok/s and fits up to 2672k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1409.3-1679.5 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.