SLiM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compression. Mozaffari, M., Yazdanbakhsh, A., & Dehnavi, M. M. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025, 2025. OpenReview.net.
Paper bibtex @inproceedings{DBLP:conf/icml/MozaffariYD25,
author = {Mohammad Mozaffari and
Amir Yazdanbakhsh and
Maryam Mehri Dehnavi},
title = {SLiM: One-shot Quantization and Sparsity with Low-rank Approximation
for {LLM} Weight Compression},
booktitle = {Forty-second International Conference on Machine Learning, {ICML}
2025, Vancouver, BC, Canada, July 13-19, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=4UfRP8MopP},
timestamp = {Fri, 05 Dec 2025 10:58:04 +0100},
biburl = {https://dblp.org/rec/conf/icml/MozaffariYD25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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