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Transformers in Artificial Inteligence?

  • Embeddings in AI convert words or data into numerical vectors for algorithms to understand relationships and context.
  • Transformers use positional encoding to maintain the order and relationships between input tokens in natural language processing.
  • In a Transformer model, transformer blocks work together using self-attention to understand contextual relationships between words.
  • Transformers use linear layers and the softmax function to make predictions based on learned vector representations, turning complex patterns into clear outcomes.

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