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SiLQ: Simple Large Language Model Quantization-Aware Training

Steven K. Esser, Jeffrey L. McKinstry, Deepika Bablani, Rathinakumar Appuswamy, Dharmendra S. Modha. SiLQ: Simple Large Language Model Quantization-Aware Training. In Kentaro Inui, Sakriani Sakti, Haofen Wang, Derek F. Wong, Pushpak Bhattacharyya, Biplab Banerjee, Asif Ekbal, Tanmoy Chakraborty 0002, Dhirendra Pratap Singh, editors, Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, IJCNLP-AACL 2025, Mumbai, India, December 20-24, 2025. pages 411-422, The Asian Federation of Natural Language Processing and The Association for Computational Linguistics, 2025. [doi]

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Steven K. Esser

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Jeffrey L. McKinstry

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Deepika Bablani

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Rathinakumar Appuswamy

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Dharmendra S. Modha

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