Beam Search for Generating Text with Large Language Models (LLMs)

Published: 30 March 2024
on channel: Rajistics - data science, AI, and machine learning
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Beam search is an alternative way for LLMs to generate text. Let's walk through how beam search compares to greedy search. Alternatives include using temperature or Top K sampling.

Resources:
Beam Search Visualizer: https://huggingface.co/spaces/m-ric/b...

How to generate text: using different decoding methods for language generation with Transformers:
https://huggingface.co/blog/how-to-ge...
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