Hammer: Robust Function-Calling for On-Device Language Models via Function Masking

1 code implementation • 6 Oct 2024 • Qiqiang Lin, Muning Wen, Qiuying Peng, Guanyu Nie, Junwei Liao, Xiaoyun Mo, Jiamu Zhou, Cheng Cheng, Yin Zhao, Jun Wang, Weinan Zhang

Large language models have demonstrated impressive value in performing as autonomous agents when equipped with external tools and API calls.

A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback

no code implementations • 30 Jan 2023 • Guanyu Nie, Yididiya Y Nadew, Yanhui Zhu, Vaneet Aggarwal, Christopher John Quinn

The framework only requires the offline algorithms to be robust to small errors in function evaluation.

Multi-Armed Bandits