Antoni Baum
Antoni Baum is a software engineer at Anyscale, working on Ray AIR, XGBoost-Ray, and other ML libraries. In his spare time, he contributes to various open source projects, trying to make machine learning more accessible and approachable.
Sessions
Hugging Face Transformers is a popular open-source project with cutting edge Machine Learning (ML), but meeting the computational requirements for advanced models it provides often requires scaling beyond a single machine. In this session, we explore the integration between Hugging Face and Ray AI Runtime (AIR), allowing users to scale their model training and data loading seamlessly. We will dive deep into the implementation and API and explore how we can use Ray AIR to create an end-to-end Hugging Face workflow, from data ingest through fine-tuning and HPO to inference and serving.