Beam Search Visualizer
Visit ToolBeam Search Visualizer is a Research & Education tool that generates and visualizes beam search decoding for text. It displays generated sequences and their scores in a tree format.
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Beam Search Visualizer is a Research & Education tool that generates and visualizes beam search decoding for text. It displays generated sequences and their scores in a tree format.
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About
Beam Search Visualizer is a web-based tool hosted on Hugging Face Spaces, designed to help users understand the intricacies of beam search decoding for text generation. By providing a starting sentence, the application generates and visualizes the various sequences produced by the beam search algorithm, along with their corresponding scores. This detailed, tree-like representation allows users to observe how the algorithm explores different paths and selects the most probable sequences. It serves as an excellent educational resource for students and researchers in natural language processing, offering a clear and interactive way to grasp the mechanics of this fundamental decoding strategy.
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