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What are the differences between encoder-only, decoder-only, and encoder-decoder architectures?



What are the differences between encoder-only, decoder-only, and encoder-decoder architectures?..

Answer / Gourav Parkar

Encoder-only architectures process the input sequence but do not generate any output. Decoder-only architectures generate an output sequence but do not take the input into account. Encoder-decoder architectures, on the other hand, both process the input and generate an output based on it. Encoder-decoder architectures are widely used for tasks such as machine translation and text summarization.

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