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feat(gpu): update wording
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pages/account/reference-content/products-availability.mdx

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@@ -24,6 +24,8 @@ Scaleway products are available in multiple regions and locations worldwide. Thi
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| Product Category | Product | Paris region | Amsterdam region | Warsaw region |
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|---------------------------|---------------------------------------|------------------------|-------------------------|------------------------|
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| **Compute** | Instances | PAR1, PAR2, PAR3 | AMS1, AMS2, AMS3 | WAW1, WAW2, WAW3 |
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| | GPU H100-SXM-X-80G | PAR2 | Not available yet | Not available yet |
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| | GPU H100-X-80G | PAR2 | Not available yet | WAW2 |
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| | GPU H100-X-80G | PAR2 | Not available yet | WAW2 |
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| | GPU L40S-X-48G | PAR2 | Not available yet | WAW2 |
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| | GPU L4-X-24G | PAR2 | Not available yet | WAW2 |

pages/gpu/reference-content/understanding-nvidia-nvlink.mdx

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@@ -22,7 +22,7 @@ NVLink provides up to 900 GB/s total bandwidth for multi-GPU I/O and shared memo
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NVLink allows direct GPU-to-GPU interconnection, improving data transfer efficiency and reducing the need for CPU intervention, which can introduce bottlenecks.
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NVLink supports the connection of multiple GPUs, enabling the creation of powerful multi-GPU systems capable of handling more complex and demanding workloads.
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With Unified Memory Access, NVLink enables direct memory access between GPUs without CPU mediation, enhancing efficiency in large-scale AI and HPC workloads.
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Unified Memory Access allows GPUs to access each other's memory directly without CPU mediation, which is particularly beneficial for large-scale AI and HPC workloads.
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### Comparison: NVLink vs. PCIe
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NVLink and PCI Express (PCIe) are both used for GPU communication, but NVLink is specifically designed to address the bandwidth and latency bottlenecks of PCIe in multi-GPU setups.
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| **Scalability** | Multi-GPU direct connection via NVSwitch | Limited by PCIe lanes |
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| **Efficiency** | Optimized for GPU workloads | More general-purpose |
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**Unified Memory Access** allows GPUs to access each other's memory directly without CPU mediation, which is particularly beneficial for large-scale AI and HPC workloads.
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In summary, NVLink, available on [H100-SGX Instances](/gpu/reference-content/choosing-gpu-instance-type/#gpu-instances-and-ai-supercomputer-comparison-table), is **superior** for **multi-GPU AI and HPC** workloads due to its **higher bandwidth, lower latency, and memory-sharing capabilities**, while **PCIe remains essential** for broader system connectivity and general computing.
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In summary, NVLink, available on [H100-SGX Instances](/gpu/reference-content/choosing-gpu-instance-type/#gpu-instances-and-ai-supercomputer-comparison-table), is **superior** for **multi-GPU AI and HPC** workloads due to its **higher bandwidth, lower latency, and memory-sharing capabilities**, while PCIe remains essential for broader system connectivity and general computing.

pages/instances/faq.mdx

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| Range | Available in | Price |
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|-------------------|------------------------|-------------------|
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| H100-SXM-1-80G | TBD | €X.XX/hour¹ |
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| H100-SXM-2-80G | TBD | €X.XX/hour¹ |
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| H100-SXM-4-80G | TBD | €X.XX/hour¹ |
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| H100-SXM-8-80G | TBD | €X.XX/hour¹ |
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| H100-SXM-1-80G | PAR2 | €X.XX/hour¹ |
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| H100-SXM-2-80G | PAR2 | €X.XX/hour¹ |
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| H100-SXM-4-80G | PAR2 | €X.XX/hour¹ |
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| H100-SXM-8-80G | PAR2 | €X.XX/hour¹ |
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| H100-1-80G | PAR2, WAW2 | €2.52/hour¹ |
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| H100-2-80G | PAR2, WAW2 | €5.04/hour¹ |
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| L40S-1-48G | PAR2 | €1.40/hour¹ |

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