no code implementations • 2 Feb 2024 • Dejiao Zhang, Wasi Ahmad, Ming Tan, Hantian Ding, Ramesh Nallapati, Dan Roth, Xiaofei Ma, Bing Xiang
Recent studies have shown that code language models at scale demonstrate significant performance gains on downstream tasks, i. e., code generation.
no code implementations • 9 Mar 2023 • Xiaokai Wei, Sujan Gonugondla, Wasi Ahmad, Shiqi Wang, 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
Such large models incur significant resource usage (in terms of memory, latency, and dollars) as well as carbon footprint.