A candle-dip shop must either classify a spoken note or write a spo…

Question

A candle-dip shop must either classify a spoken note or write a spoken reply. What should guide which packaged architecture to import?

Accepted Answer

Choose the packaged model shape that matches the app’s text behavior—encoder-only to classify, encoder–decoder to generate a reply. — Classification is a sorting hat; writing a reply is a full letter press. Import the packaged shape that fits the behavior you need—encoder-only versus encoder–decoder.

Answer

Always import an encoder–decoder even when the job is only classification.

Answer

Skip packaged models and rewrite attention math from a Domain 2 lecture.

Answer

Import a diffusion denoiser because every speech task needs noise-to-image.

A candle-dip shop must either classify a spoken note or write a spoken reply. What should guide which packaged architecture to import?

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