Article

Dynamic Token Clustering: A Novel Architectural Enhancement for Large Language Models

2024-10-23

Abstract excerpt

Recent breakthroughs in deep learning architectures have allowed models to achieve unprecedented levels of accuracy and contextual understanding in generating humanlike text. However, significant challenges remain, particularly regarding inefficiencies in token processing, inference speed, and the occurrence of hallucinations during generation. Introducing a novel approach, Dynamic Token Clustering (DTC) redefines...

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Literature Corpus work: efb42853-95b4-5721-bebf-e76980d32788
DOI: 10.22541/au.172971545.58084794/v1

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