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// RUN ON DATACENTER GPU
Run StarCoder 2 15B on Datacenter GPU hardware
13 options ranked by estimated speed at Q4 / 8k context.
| Hardware | Est tok/s | Fits 8k? | Max ctx | ~Price |
|---|---|---|---|---|
| NVIDIA B200 → | ~828.6 | yes | 636k | — |
| AMD Instinct MI325X → | ~550 | yes | 861k | — |
| NVIDIA H200 → | ~497.1 | yes | 457k | — |
| AMD Instinct MI300X 192GB → | ~485.8 | yes | 636k | ~$15,000 |
| NVIDIA H100 SXM5 80GB → | ~347 | yes | 243k | ~$30,000 |
| Intel Gaudi 3 → | ~317.1 | yes | 411k | — |
| NVIDIA A100 SXM4 80GB → | ~211.2 | yes | 243k | ~$15,000 |
| NVIDIA H100 PCIe 80GB → | ~207.1 | yes | 243k | ~$25,000 |
| NVIDIA A100 PCIe 80GB → | ~200.4 | yes | 243k | ~$12,000 |
| NVIDIA RTX PRO 6000 Blackwell → | ~185.6 | yes | 299k | ~$8,500 |
| NVIDIA RTX 6000 Ada 48GB → | ~99.4 | yes | 131k | ~$6,800 |
| NVIDIA L40S 48GB → | ~89.5 | yes | 131k | ~$10,000 |
| AMD Radeon Pro W7900 48GB → | ~79.2 | yes | 131k | ~$3,999 |
Estimate at Q4 (memory-bound). Click any option for its full per-hardware estimate and measured numbers.
FAQ
What Datacenter GPU hardware runs StarCoder 2 15B?▶
On GenAIList, 13 Datacenter GPU options can run StarCoder 2 15B at Q4 — the fastest is the NVIDIA B200 at ~828.6 tok/s.
How fast is StarCoder 2 15B on Datacenter GPU hardware?▶
Estimated generation speed ranges from ~79.2 to ~828.6 tok/s at Q4 (memory-bandwidth bound). Click any option for its full estimate and any measured numbers.