End-to-end Modern Machine Learning in Production // Omar Sanseviero // LLMs in Prod Con Part 2

// Abstract
In this quick talk, Omar talks about RLHF, one of the techniques behind ChatGPT, and other successful ML models. Omar will also talk about efficient training techniques (PEFT), on-device ML, and optimizations.

// Bio
Omar Sanseviero is a lead machine learning engineer at Hugging Face, where he works at the intersection of open source, community, and product. Omar leads multiple ML teams that work on topics such as ML for Art, Developer Advocacy Engineering, ML Partnerships, Mobile ML, …

abstract bio chatgpt engineer llms machine machine learning machine learning engineer ml models modern part prod production rlhf talk talks training