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Understanding Beam Search
How It Guides AI Through Options
Imagine you're lost in a maze. Trying every single path would take forever! Beam Search is a powerful AI tool that works similarly, helping language models find the best solution efficiently.
Finding the Right Path: The Challenge of Sequence Generation
Many AI tasks involve generating sequences, like writing text or translating languages. Here's the challenge: there are countless ways to complete these tasks, and the model needs to find the most fitting option. This is where Beam Search comes in.
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