Advanced Black-Box Tuning of Large Language Models with Limited API Calls

This research introduces a black-box tuning framework for LLMs using Gaussian Process surrogates to drastically reduce API costs while enhancing accuracy. It...

Level: advanced

By Zhikang Xie, Weilin Wan, Peizhu Gong, Weizhong Zhang, Cheng Jin

Category: research