diff --git a/docs/source/quickstart.mdx b/docs/source/quickstart.mdx
index f20abb8fd97..46167968909 100644
--- a/docs/source/quickstart.mdx
+++ b/docs/source/quickstart.mdx
@@ -6,15 +6,15 @@ Each dataset is unique, and depending on the task, some datasets may require add
 
 <div class="mt-4">
    <div class="w-full flex flex-col space-y-4 md:space-y-0 md:grid md:grid-cols-3 md:gap-y-4 md:gap-x-5">
-      <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="/docs/datasets/quickstart#audio"
+      <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="#audio"
          ><div class="w-full text-center bg-gradient-to-r from-violet-300 via-sky-400 to-green-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">Audio</div>
          <p class="text-gray-700">Resample an audio dataset and get it ready for a model to classify what type of banking issue a speaker is calling about.</p>
       </a>
-      <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="/docs/datasets/quickstart#vision"
+      <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="#vision"
          ><div class="w-full text-center bg-gradient-to-r from-pink-400 via-purple-400 to-blue-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">Vision</div>
          <p class="text-gray-700">Apply data augmentation to an image dataset and get it ready for a model to diagnose disease in bean plants.</p>
       </a>
-      <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="/docs/datasets/quickstart#nlp"
+      <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="#nlp"
          ><div class="w-full text-center bg-gradient-to-r from-orange-300 via-red-400 to-violet-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">NLP</div>
          <p class="text-gray-700">Tokenize a dataset and get it ready for a model to determine whether a pair of sentences have the same meaning.</p>
       </a>
@@ -282,4 +282,4 @@ Use the [`~Dataset.to_tf_dataset`] function to set the dataset format to be comp
 
 This completes the 🤗 Datasets quickstart! You can load any text, audio, or image dataset with a single function and get it ready for your model to train on.
 
-For your next steps, take a look at our [How-to guides](./how_to) and learn how to do more specific things like loading different dataset formats, aligning labels, and streaming large datasets. If you're interested in learning more about 🤗 Datasets core concepts, grab a cup of coffee and read our [Conceptual Guides](./about_arrow)!
\ No newline at end of file
+For your next steps, take a look at our [How-to guides](./how_to) and learn how to do more specific things like loading different dataset formats, aligning labels, and streaming large datasets. If you're interested in learning more about 🤗 Datasets core concepts, grab a cup of coffee and read our [Conceptual Guides](./about_arrow)!