Improve BERT inference speed by combining the power of Optimum, OpenVINO™, ONNX Runtime, and Azure 

5 min read

Make large models smaller and faster with OpenVino Execution Provider, NNCF and ONNX Runtime leveraging Azure Machine Learning. Read more

Supporting efficient large model training on AMD Instinct™ GPUs with DeepSpeed 

6 min read

This post was co-authored by Jithun Nair and Aswin Mathews, members of technical staff at AMD. In recent years, large-scale deep learning models have demonstrated impressive capabilities, excelling at tasks across natural language processing, computer vision, and speech domains. Companies now use these models to power novel AI-driven user experiences across a whole spectrum of Read more

Join us at the Build in the Open Happy Hour to connect and collaborate with Open Source enthusiasts 

1 min read

Open source has forever changed software development for the better. It has allowed developers from around the world to connect, collaborate, and build tomorrow’s technology. Microsoft culturally adopted an open mindset under Satya Nadella and internally changed the way software was developed. Microsoft is continually learning how to be a better open-source partner and support Read more

Announcing Azure Active Directory (Azure AD) workload identity for Kubernetes 

1 min read

Today, we are excited to announce an open-source project called Azure AD workload identity for Kubernetes. It leverages the public preview capability of Azure AD workload identity federation. With this project, developers can use native Kubernetes concepts of service accounts and federation to access Azure AD protected resources, such as Azure and Microsoft Graph, without needing Read more

Microsoft’s OSPO year in review—what we’ve learned 

7 min read

“Tech companies born with an open source mentality get it. It’s our ability to work together that makes our dreams believable and, ultimately, achievable. We must learn to build on the ideas of others”—Satya Nadella Whenever I teach open source at Microsoft, I open with this quote from Satya. Whether new to Microsoft, or learning Read more

Add AI to mobile applications with Xamarin and ONNX Runtime 

2 min read

ONNX Runtime now supports building mobile applications in C# with Xamarin. Support for Android and iOS is included in the ONNX Runtime release 1.10 NuGet package. This enables C# developers to build AI applications for Android and iOS to execute ONNX models on mobile devices with ONNX Runtime. ONNX Runtime is the open source project Read more