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Lets derive some things related to variational autoencoders. This document details the `autoencoderkl` component in the wukonghuahua. The main classes we will use to download the weights are fluxtransformer2dmodel, autoencoderkl, cliptextmodel, cliptokenizer, t5encodermodel. Autoencoderkl is a variational autoencoder model with kl loss for encoding and decoding images.

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