Mixture of Experts (MoE): The AI Breakthrough You Need to Know About Khushi Sanghrajka · Follow 4 min read · Just now Mixture of Experts (MoE) is a machine learning technique where multiple specialized models (experts) work together, with a gating network selecting the best expert for each input. Introduction: Why Mixture of Experts (MoE) Matters As AI models grow larger, their computational costs skyrocket. Traditional deep learning models, like GPT and BERT, activate all their parameters for every input, making them inefficient and expensive to run. What if we could train a model that only uses the necessary parts for each task? Enter Mixture of Experts (MoE) — a powerful machine learning technique that enables AI models to be smarter, faster, and more efficient . This approach significantly […]
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