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How-to guides

In this section, you will find practical guides to help you achieve a specific goal. Take a look at these guides to learn how to use huggingface_hub to solve real-world problems:

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./repository">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Repository
  </div><p class="text-gray-700">
    How to create a repository on the Hub? How to configure it? How to interact with it?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./download">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Download files
  </div><p class="text-gray-700">
    How do I download a file from the Hub? How do I download a repository?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./upload">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Upload files
  </div><p class="text-gray-700">
    How to upload a file or a folder? How to make changes to an existing repository on the Hub?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./search">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Search
  </div><p class="text-gray-700">
    How to efficiently search through the 200k+ public models, datasets and spaces?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./hf_file_system">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    HfFileSystem
  </div><p class="text-gray-700">
    How to interact with the Hub through a convenient interface that mimics Python's file interface?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./inference">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Inference
  </div><p class="text-gray-700">
    How to make predictions using the accelerated Inference API?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./community">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Community Tab
  </div><p class="text-gray-700">
    How to interact with the Community tab (Discussions and Pull Requests)?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./collections">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Collections
  </div><p class="text-gray-700">
    How to programmatically build collections?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./manage-cache">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Cache
  </div><p class="text-gray-700">
    How does the cache-system work? How to benefit from it?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./model-cards">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Model Cards
  </div><p class="text-gray-700">
    How to create and share Model Cards?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./manage-spaces">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Manage your Space
  </div><p class="text-gray-700">
    How to manage your Space hardware and configuration?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./integrations">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Integrate a library
  </div><p class="text-gray-700">
    What does it mean to integrate a library with the Hub? And how to do it?
  </p>
</a>

<a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg"
   href="./webhooks_server">
  <div class="w-full text-center bg-gradient-to-br from-indigo-400 to-indigo-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">
    Webhooks server
  </div><p class="text-gray-700">
    How to create a server to receive Webhooks and deploy it as a Space?
  </p>
</a>