diff --git a/docs/source/index.mdx b/docs/source/index.mdx
index d3c7399a4c..b4ead373ef 100644
--- a/docs/source/index.mdx
+++ b/docs/source/index.mdx
@@ -33,6 +33,10 @@ As such, Optimum enables developers to efficiently use any of these platforms wi
       ><div class="w-full text-center bg-gradient-to-br from-orange-400 to-orange-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">AWS Trainium/Inferentia</div>
       <p class="text-gray-700">Accelerate your training and inference workflows with <span class="underline" onclick="event.preventDefault(); window.open('https://aws.amazon.com/machine-learning/trainium/', '_blank');">AWS Trainium</span> and <span class="underline" onclick="event.preventDefault(); window.open('https://aws.amazon.com/machine-learning/inferentia/', '_blank');">AWS Inferentia</span></p>
     </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-600 to-green-600 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 NVIDIA TensorRT-LLM on the <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 platform</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>
       <p class="text-gray-700">Enable performance optimizations for <span class="underline" onclick="event.preventDefault(); window.open('https://www.amd.com/en/graphics/instinct-server-accelerators', '_blank');">AMD Instinct GPUs</span> and <span class="underline" onclick="event.preventDefault(); window.open('https://ryzenai.docs.amd.com/en/latest/index.html', '_blank');">AMD Ryzen AI IPUs</span></p>