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Surviving Resource-constraint Compression: Capability Retention under Tensor-train Decomposition for Sub-billion Parameter Language Models

Published Online: 2026-07-31

Authors

Xu, Mingxue https://orcid.org/0000-0002-9942-0034
Xu, Yao Lei

Mandic, Danilo P. https://orcid.org/0000-0001-8432-3963
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Text and Data Mining valid from 2026-07-31

Version of Record valid from 2026-07-31
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Article History

Received: 19 August 2025

Accepted: 11 March 2026

First Online: 31 July 2026

Declarations of conflict of interest

: The authors declared that they have no conflicts of interest to this work.

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