Hugging Face open‑source models to production on Microsoft Foundry | DEM320
Hugging face Azure ai foundry Model deployment Production inference Open source models Azure Mlops Autoscaling Enterprise ml Microsoft build 2026 Managed compute
This lightning talk demonstrates deploying Hugging Face open-source models to production using Azure AI Foundry's Managed Compute. Through an end-to-end demo, developers learn how to go from model discovery to production inference while gaining autoscaling, governance, and enterprise-grade performance without managing GPU infrastructure. Target audience is developers and MLOps engineers looking to operationalize open-source AI models.