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Can the NVIDIA B200 run AWD-LSTM-DOC (fin) (23M)?
Yes — here's how fast and up to what context, with real measured numbers.
AWD-LSTM-DOC (fin) (23M) on the NVIDIA B200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2672k | 126956.5-151304.3 t/s | ~634.8-756.5 (slow) |
| Q8 | yes | 2672k | 253913-302608.7 t/s | ~1269.6-1513 (slow) |
| Q4 | yes | 2672k | 453416.1-540372.7 t/s | ~2267.1-2701.9 (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 AWD-LSTM-DOC (fin) (23M)?▶
Yes. At Q4 it generates ~453416.1-540372.7 tok/s and fits up to 2672k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2267.1-2701.9 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.