Meet LLM Surgeon: A New Machine Learning Framework for Unstructured, Semi-Structured, and Structured Pruning of Large Language Models (LLMs)

" data-medium-file="https://www.marktechpost.com/wp-content/uploads/2023/12/Screenshot-2023-12-30-at-3.37.50-AM-300x191.png" data-large-file="https://www.marktechpost.com/wp-content/uploads/2023/12/Screenshot-2023-12-30-at-3.37.50-AM-1024x653.png"> " data-medium-file="https://www.marktechpost.com/wp-content/uploads/2023/12/Screenshot-2023-12-30-at-3.37.50-AM-300x191.png" data-large-file="https://www.marktechpost.com/wp-content/uploads/2023/12/Screenshot-2023-12-30-at-3.37.50-AM-1024x653.png">The recent advancements in Artificial Intelligence have enabled the development of Large Language Models (LLMs) with a significantly large number of parameters, with some of them reaching into billions (for example, LLaMA-2 that comes in sizes of 7B, 13B, and even 70B parameters). With such specifications, the model is able to achieve very high performances […]

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