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Can the NVIDIA H200 run AWD-LSTM-MoS + dynamic evaluation (PTB, 2018)?
Yes — here's how fast and up to what context, with real measured numbers.
AWD-LSTM-MoS + dynamic evaluation (PTB, 2018) on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1956k | 73000-87000 t/s | ~608.3-725 (slow) |
| Q8 | yes | 1956k | 146000-174000 t/s | ~1216.7-1450 (slow) |
| Q4 | yes | 1956k | 260714.3-310714.3 t/s | ~2172.6-2589.3 (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 H200 run AWD-LSTM-MoS + dynamic evaluation (PTB, 2018)?▶
Yes. At Q4 it generates ~260714.3-310714.3 tok/s and fits up to 1956k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2172.6-2589.3 tok/s.
How much context fits?▶
At Q4, up to about 1956k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.