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// RUN ON DATACENTER GPU
Run ByT5-XXL 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 → | ~963.5 | yes | 1025k | — |
| AMD Instinct MI325X → | ~639.5 | yes | 1384k | — |
| NVIDIA H200 → | ~578.1 | yes | 739k | — |
| AMD Instinct MI300X 192GB → | ~564.9 | yes | 1025k | ~$15,000 |
| NVIDIA H100 SXM5 80GB → | ~403.4 | yes | 396k | ~$30,000 |
| Intel Gaudi 3 → | ~368.8 | yes | 666k | — |
| NVIDIA A100 SXM4 80GB → | ~245.6 | yes | 396k | ~$15,000 |
| NVIDIA H100 PCIe 80GB → | ~240.9 | yes | 396k | ~$25,000 |
| NVIDIA A100 PCIe 80GB → | ~233 | yes | 396k | ~$12,000 |
| NVIDIA RTX PRO 6000 Blackwell → | ~215.8 | yes | 486k | ~$8,500 |
| NVIDIA RTX 6000 Ada 48GB → | ~115.6 | yes | 216k | ~$6,800 |
| NVIDIA L40S 48GB → | ~104.1 | yes | 216k | ~$10,000 |
| AMD Radeon Pro W7900 48GB → | ~92.1 | yes | 216k | ~$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 ByT5-XXL?▶
On GenAIList, 13 Datacenter GPU options can run ByT5-XXL at Q4 — the fastest is the NVIDIA B200 at ~963.5 tok/s.
How fast is ByT5-XXL on Datacenter GPU hardware?▶
Estimated generation speed ranges from ~92.1 to ~963.5 tok/s at Q4 (memory-bandwidth bound). Click any option for its full estimate and any measured numbers.