diff --git a/docs/source/index.mdx b/docs/source/index.mdx
index 9f7599b5eb..fae7b6ebfa 100644
--- a/docs/source/index.mdx
+++ b/docs/source/index.mdx
@@ -65,7 +65,7 @@ The packages below enable you to get the best of the 🤗 Hugging Face ecosystem
       <p class="text-gray-700">Apply quantization and graph optimization to accelerate Transformers models training and inference with <span class="underline" onclick="event.preventDefault(); window.open('https://onnxruntime.ai/', '_blank');">ONNX Runtime</span></p>
     </a>
     <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./exporters/overview"
-      ><div class="w-full text-center bg-gradient-to-br from-green-400 to-green-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">Exporters</div>
+      ><div class="w-full text-center bg-gradient-to-br from-purple-400 to-purple-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">Exporters</div>
       <p class="text-gray-700">Export your PyTorch or TensorFlow model to different formats such as ONNX and TFLite</p>
     </a>
     <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./bettertransformer/overview"
@@ -74,7 +74,7 @@ The packages below enable you to get the best of the 🤗 Hugging Face ecosystem
     </a>
     <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./torch_fx/overview"
       ><div class="w-full text-center bg-gradient-to-br from-green-400 to-green-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">Torch FX</div>
-      <p class="text-gray-700">Create and compose custom graph transformations to optimize PyTorch Transformers models with <a href="https://pytorch.org/docs/stable/fx.html#">Torch FX</a></p>
+      <p class="text-gray-700">Create and compose custom graph transformations to optimize PyTorch Transformers models with <span class="underline" onclick="event.preventDefault(); window.open('https://pytorch.org/docs/stable/fx.html#', '_blank');">Torch FX</span></p>
     </a>
   </div>
 </div>