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Can the NVIDIA H200 run ESM2-650M?
Yes — here's how fast and up to what context, with real measured numbers.
ESM2-650M on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1937k | 2695.4-3212.3 t/s | ~22.5-26.8 (slow) |
| Q8 | yes | 1947k | 5390.8-6424.6 t/s | ~44.9-53.5 (slow) |
| Q4 | yes | 1951k | 9626.4-11472.5 t/s | ~80.2-95.6 (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 ESM2-650M?▶
Yes. At Q4 it generates ~9626.4-11472.5 tok/s and fits up to 1951k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~80.2-95.6 tok/s.
How much context fits?▶
At Q4, up to about 1951k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.