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// RUN — FITS
Can the NVIDIA H200 run RWKV-4 World (7B)?
Yes — here's how fast and up to what context, with real measured numbers.
RWKV-4 World (7B) on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 865k | 237-282.4 t/s | ~2-2.4 (slow) |
| Q8 | yes | 922k | 474-564.9 t/s | ~3.9-4.7 (slow) |
| Q4 | yes | 947k | 846.4-1008.7 t/s | ~7.1-8.4 (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 RWKV-4 World (7B)?▶
Yes. At Q4 it generates ~846.4-1008.7 tok/s and fits up to 947k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7.1-8.4 tok/s.
How much context fits?▶
At Q4, up to about 947k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.