Behind the Scenes : The Challenges on Building AI Applications // Yuze Ma // LLMs III Lightning Talk

// Abstract
As foundational models move fast in size and capability, the gap between research to production is yet to be completed. To iterate through the models and implementations faster, the toolchain matters a lot. This talk will cover the techniques and experience during this journey from the training of the vanilla foundational models, and optimization comparisons, to user-side system experience optimization.

// Bio
Yuze currently serves as the founding product manager at Lepton AI, a pioneering force in simplifying …

abstract ai applications applications building capability challenges faster foundational models gap iii iterate lightning llms production research talk through