Open Science - Building Models Like We Build Open-Source Software

Explore the concept of developing pre-trained models collaboratively, mirroring open-source software practices in this 31-minute conference talk from EuroPython 2022. Delve into the importance of creating tools that enable a large community of stakeholders to continuously update and enhance models. Examine how adapting open-source software development principles to model building and training can stimulate innovative research and broaden participation in machine learning. Gain insights into the potential impact of this approach on the future of model development and the democratization of AI technology.