2 papers
cs.LG2025
Learnware of Language Models: Specialized Small Language Models Can Do Big
Zhi-Hao Tan, Zi-Chen Zhao, Hao-Yu Shi +4
The learnware paradigm offers a novel approach to machine learning by enabling users to reuse a set of well-trained models for tasks beyond the models' original purposes. It elimin…
cs.SE2024
Beimingwu: A Learnware Dock System
Zhi-Hao Tan, Jian-Dong Liu, Xiao-Dong Bi +7
The learnware paradigm proposed by Zhou [2016] aims to enable users to reuse numerous existing well-trained models instead of building machine learning models from scratch, with th…