Update README.md

README.md

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-You can install and run Livebook inside a Hugging Face Space. Here's how you can do it:
+You can install and run [Livebook](https://livebook.dev/) inside a Hugging Face Space. Here's how you can do it:
 
 1. Duplicate the Livebook Space to your account (by clicking on the [︙] in the top right and choosing "Duplicate this Space")
 2. Create a secret inside your new Space with the name `LIVEBOOK_PASSWORD` and set the secret value to a password of your choice with at least 12 characters
 3. (Optional) If you plan to use GPU Hardware, also set a secret named `XLA_TARGET` to `cuda118`
 4. Restart the Space
 
-Hugging Face will start Livebook inside your Space. Livebook will show you a login page, and you can use the value you set for the LIVEBOOK_PASSWORD Space secret.
+Hugging Face will start Livebook inside your Space. Livebook will show you a login page, and you can use the value you set for the `LIVEBOOK_PASSWORD` Space secret.
 
-There's only one caveat about running Livebook inside a Hugging Face Space; the Space's visibility setting must be public. Otherwise, Smart Cells won't work.
-That said, your Livebook instance will still be behind Livebook authentication since you've set the LIVEBOOK_PASSWORD secret.
+The following caveats apply to running Livebook inside a Hugging Face Space:
+
+* The Space's visibility setting must be public. Otherwise, Smart Cells won't work. That said, your Livebook instance will still be behind Livebook authentication since you've set the `LIVEBOOK_PASSWORD` secret.
+* Configuration and "Settings" done in Livebook will be lost once the instance restarts. Consider using [the desktop app](https://livebook.dev/) if you find yourself in need to persist configuration across deployments.