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How to Visualize Deep Learning Models

The MLOps Blog

While many traditional machine learning models make do with just a couple of hundreds of parameters, deep learning models have millions or billions of parameters. The large language model GPT-4 that OpenAI released in the spring of 2023 is rumored to have nearly 2 trillion parameters. This is where visualizations in ML come in.