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

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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