Search Results for author: Vikranth Srivatsa

Found 2 papers, 0 papers with code

APIServe: Efficient API Support for Large-Language Model Inferencing

no code implementations2 Feb 2024 Reyna Abhyankar, Zijian He, Vikranth Srivatsa, Hao Zhang, Yiying Zhang

Large language models are increasingly integrated with external tools and APIs like ChatGPT plugins to extend their capability beyond language-centric tasks.

Language Modelling Large Language Model

The Effect of Model Size on Worst-Group Generalization

no code implementations8 Dec 2021 Alan Pham, Eunice Chan, Vikranth Srivatsa, Dhruba Ghosh, Yaoqing Yang, Yaodong Yu, Ruiqi Zhong, Joseph E. Gonzalez, Jacob Steinhardt

Overparameterization is shown to result in poor test accuracy on rare subgroups under a variety of settings where subgroup information is known.

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