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// RUN — FITS
Can the NVIDIA H200 run Qwen2.5-Coder (7B)?
Yes — here's how fast and up to what context, with real measured numbers.
Qwen2.5-Coder (7B) on the NVIDIA H200
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 862k | 230.2-274.4 t/s | ~1.9-2.3 (slow) |
| Q8 | yes | 920k | 460.4-548.8 t/s | ~3.8-4.6 (slow) |
| Q4 | yes | 946k | 822.2-979.9 t/s | ~6.9-8.2 (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 Qwen2.5-Coder (7B)?▶
Yes. At Q4 it generates ~822.2-979.9 tok/s and fits up to 946k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.9-8.2 tok/s.
How much context fits?▶
At Q4, up to about 946k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.