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Transformers – Encoder Architecture
Transformers – Encoder Architecture Table Of Contents: What Is Encoder In Transformer? Internal Workings Of Encoder Module. How Encoder Module Works With An Example. Why We Use Addition Operation With The Original Input Again In Encoder Module? (1) What Is Encoder In Transformer? In a Transformer model, the Encoder is responsible for processing input data (like a sentence) and transforming it into a meaningful contextual representation that can be used by the Decoder (in tasks like translation) or directly for classification. Encoding is necessary because, it, Transforms words into numerical format (embeddings). Allows self-attention to analyze relationships between words. Adds
