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Transformers, Diffusion Models, and RNNs: A Comprehensive Comparison

Introduction Over the past few years, we’ve seen machine learning evolve at a breakneck pace, bringing about innovations that were once the stuff of science fiction. At the heart of this revolution are three standout model architectures: Transformers, Diffusion Models, and Recurrent Neural Networks (RNNs). These models have been game-changers, each bringing something unique to…