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[HacktoberFest][Missing Docstrings] Autoencoder encodeΒ #5229

Description

@patrickvonplaten

This feature request is included in this years Diffusers' Hacktoberfest πŸ‘¨β€πŸ’»!

Hacktoberfest's purpose is to give upcoming open-source developers the opportunity to learn about open-source and programming by fixes simple issues (like this one).

How to solve the issue:

    1. Every issue has a description further below explaining the problem. First, you should try to understand the issue.
    1. Second, follow the contribution guide to learn how to contribute to Diffusers.\
    1. Claim this issue for you by opening a PR that links to this issue and writing "I am solving this issue in <link-to-pr>"

Issue

The encode method of AutoencoderKL is completely missing docstrings, can you add them?

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