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IDEA Prune: An Integrated Enlarge-and-Prune Pipeline in Generative Language Model Pretraining

· By Antonio Sedino, CTRO · Published by Reinventy Solutions Corp.

Apple Machine Learning Research

Recent advancements in large language models have intensified the need for efficient and deployable models within limited inference budgets. Structured pruning pipelines have shown promise in token efficiency compared to training target-size models from scratch. In this paper, we advocate incorporating enlarged model p

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