diff --git a/docs/source/index.mdx b/docs/source/index.mdx
index 549d297ca5..d839e18818 100644
--- a/docs/source/index.mdx
+++ b/docs/source/index.mdx
@@ -35,7 +35,7 @@ As such, Optimum enables developers to efficiently use any of these platforms wi
     </a>
     <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="https://github.com/huggingface/optimum-nvidia"
       ><div class="w-full text-center bg-gradient-to-br from-green-700 to-green-700 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">NVIDIA</div>
-      <p class="text-gray-700">Accelerate inference with TensorRT-LLM on <span class="underline" onclick="event.preventDefault(); window.open('https://developer.nvidia.com/blog/nvidia-tensorrt-llm-supercharges-large-language-model-inference-on-nvidia-h100-gpus/', '_blank');">NVIDIA' GPUs</span></p>
+      <p class="text-gray-700">Accelerate inference with TensorRT-LLM on <span class="underline" onclick="event.preventDefault(); window.open('https://developer.nvidia.com/blog/nvidia-tensorrt-llm-supercharges-large-language-model-inference-on-nvidia-h100-gpus/', '_blank');">NVIDIA GPUs</span></p>
     </a>
     <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./amd/index"
       ><div class="w-full text-center bg-gradient-to-br from-red-600 to-red-600 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">AMD</div>