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Generative AI Models: The New Age of Machine Creativity

  • Generative AI refers to AI systems that use deep learning to generate original content by identifying patterns in data and creating new data.
  • Variational Autoencoders (VAEs) consist of three main parts and are used in generative AI for data generation.
  • Generative Adversarial Networks (GANs) use two networks that train to generate realistic content by constantly improving.
  • Transformers, revolutionizing natural language processing, model data relationships using attention mechanisms, enabling context-aware data generation.

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