A Green AI Methodology Based on Persistent Homology for Compressing BERT

Large Language Models (LLMs) like BERT have gained significant prominence due to their remarkable performance in various natural language processing tasks. However, they come with substantial computational and memory costs. Additionally, they are essentially black-box models, being challenging to ex...

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Bibliographic Details
Main Authors: Luis Balderas, Miguel Lastra, José M. Benítez
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/1/390
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