Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models

Michele Mastromattei; Fabio Massimo Zanzotto

doi:10.18653/v1/2024.findings-acl.674

Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models

Michele Mastromattei, Fabio Massimo Zanzotto

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Anthology ID:: 2024.findings-acl.674
Volume:: Findings of the Association for Computational Linguistics: ACL 2024
Month:: August
Year:: 2024
Address:: Bangkok, Thailand
Editors:: Lun-Wei Ku, Andre Martins, Vivek Srikumar
Venue:: Findings
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 11361–11374
Language:
URL:: https://aclanthology.org/2024.findings-acl.674/
DOI:: 10.18653/v1/2024.findings-acl.674
Bibkey:
Cite (ACL):: Michele Mastromattei and Fabio Massimo Zanzotto. 2024. Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models. In Findings of the Association for Computational Linguistics: ACL 2024, pages 11361–11374, Bangkok, Thailand. Association for Computational Linguistics.
Cite (Informal):: Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models (Mastromattei & Zanzotto, Findings 2024)
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PDF:: https://aclanthology.org/2024.findings-acl.674.pdf

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@inproceedings{mastromattei-zanzotto-2024-less,
    title = "Less is {KEN}: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models",
    author = "Mastromattei, Michele  and
      Zanzotto, Fabio Massimo",
    editor = "Ku, Lun-Wei  and
      Martins, Andre  and
      Srikumar, Vivek",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2024",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.findings-acl.674/",
    doi = "10.18653/v1/2024.findings-acl.674",
    pages = "11361--11374"
}

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%0 Conference Proceedings
%T Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models
%A Mastromattei, Michele
%A Zanzotto, Fabio Massimo
%Y Ku, Lun-Wei
%Y Martins, Andre
%Y Srikumar, Vivek
%S Findings of the Association for Computational Linguistics: ACL 2024
%D 2024
%8 August
%I Association for Computational Linguistics
%C Bangkok, Thailand
%F mastromattei-zanzotto-2024-less
%R 10.18653/v1/2024.findings-acl.674
%U https://aclanthology.org/2024.findings-acl.674/
%U https://doi.org/10.18653/v1/2024.findings-acl.674
%P 11361-11374

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Markdown (Informal)

[Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models](https://aclanthology.org/2024.findings-acl.674/) (Mastromattei & Zanzotto, Findings 2024)

Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models (Mastromattei & Zanzotto, Findings 2024)

ACL

Michele Mastromattei and Fabio Massimo Zanzotto. 2024. Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models. In Findings of the Association for Computational Linguistics: ACL 2024, pages 11361–11374, Bangkok, Thailand. Association for Computational Linguistics.