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.
SLiM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compression [link]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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