Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Srivatsa, Vikranth"'
Prompts to large language models (LLMs) have evolved beyond simple user questions. For LLMs to solve complex problems, today's practices are to include domain-specific instructions, illustration of tool usages, and/or long context such as textbook ch
Externí odkaz:
http://arxiv.org/abs/2407.00023
Large language models are increasingly integrated with external environments, tools, and agents like ChatGPT plugins to extend their capability beyond language-centric tasks. However, today's LLM inference systems are designed for standalone LLMs. Th
Externí odkaz:
http://arxiv.org/abs/2402.01869
Autor:
Pham, Alan, Chan, Eunice, Srivatsa, Vikranth, Ghosh, Dhruba, Yang, Yaoqing, Yu, Yaodong, Zhong, Ruiqi, Gonzalez, Joseph E., Steinhardt, Jacob
Overparameterization is shown to result in poor test accuracy on rare subgroups under a variety of settings where subgroup information is known. To gain a more complete picture, we consider the case where subgroup information is unknown. We investiga
Externí odkaz:
http://arxiv.org/abs/2112.04094