Towards Greener Yet Powerful Code Generation via Quantization: An Empirical Study

Xiaokai Wei, Sujan Kumar Gonugondla, Shiqi Wang 0002, Wasi Uddin Ahmad, Baishakhi Ray, Haifeng Qian, Xiaopeng Li, Varun Kumar, Zijian Wang, Yuchen Tian, Qing Sun, Ben Athiwaratkun, Mingyue Shang, Murali Krishna Ramanathan, Parminder Bhatia, Bing Xiang. Towards Greener Yet Powerful Code Generation via Quantization: An Empirical Study. In Satish Chandra 0001, Kelly Blincoe, Paolo Tonella, editors, Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2023, San Francisco, CA, USA, December 3-9, 2023. pages 224-236, ACM, 2023. [doi]

Abstract

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