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// RUN — FITS
Can the NVIDIA H200 run InternVL2-40B?
Yes — here's how fast and up to what context, with real measured numbers.
InternVL2-40B on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 147k | 43.7-52.1 t/s | ~0.4-0.4 (slow) |
| Q8 | yes | 269k | 87.4-104.1 t/s | ~0.7-0.9 (slow) |
| Q4 | yes | 323k | 156-186 t/s | ~1.3-1.5 (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 H200 run InternVL2-40B?▶
Yes. At Q4 it generates ~156-186 tok/s and fits up to 323k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.3-1.5 tok/s.
How much context fits?▶
At Q4, up to about 323k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.