Using encoder and decoder portion separately from encoder-decoder

Is it possible to use only the encoder part of a Seq2Seq model ? I want to do some data analysis on the encoding after training

Similarly for the decoder portion. I want to see what gets generated by inputting random vector inputs

Is this possible using HuggingFace?

Thank you!

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