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HOW-TRANSFORMERS-WORK4 MIN READ

Sort Transformer Tasks by Information Flow

Categorize transformer use cases by input-output information flow.

Place each transformer use case into the information-flow bucket that best fits. Read and label or embed Generate continuation Generate from a source Classify a customer comment as positive, neutral, or negative. Create embeddings for policy paragraphs so similar questions retrieve them. Draft a first version of a customer email from a short instruction. Generate five alternative names for a new feature. Translate a support article from English to Arabic while preserving meaning. Summarize a contract section and cite the specific source paragraphs.

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