How do I customize registration form HTML?

The HTML for the user registration form looks like this:

<form method="post">

 {% csrf_token %}

 {{ registration_form.as_p }}

 <button type="submit">Register</button>

</form>

I understand that the `registration_form.as_p` line automatically gives me the form's HTML. But I'd like to customize that HTML. For instance, I'd like the label text to be placeholders instead. How do I do this?

If it helps, `registration_form` is `UserCreationForm()`

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