Greener yet Powerful: Taming Large Code Generation Models with Quantization

ML-powered code generation aims to assist developers to write code in a more productive manner, by intelligently generating code blocks based on natural language prompts. Recently, large pretrained deep learning models have substantially pushed the boundary of code generation and achieved impressive...

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Hauptverfasser: Wei, Xiaokai, Gonugondla, Sujan, Ahmad, Wasi, Wang, Shiqi, Ray, Baishakhi, Qian, Haifeng, Li, Xiaopeng, Kumar, Varun, Wang, Zijian, Tian, Yuchen, Sun, Qing, Athiwaratkun, Ben, Shang, Mingyue, Ramanathan, Murali Krishna, Bhatia, Parminder, Xiang, Bing
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