5 things we learned from sponsoring a sampling of our open source dependencies
Microsoft is experimenting with and investing in sustainability of the open source ecosystem sponsorships.
Microsoft Open Source Blog
On-Device Training with ONNX Runtime: A deep dive
Building upon the foundation we established earlier, this blog will present comprehensive information about the underlying details of training models…
Olive: A user-friendly toolchain for hardware-aware model optimization
Introducing Olive, an easy-to-use toolchain for optimizing models with hardware awareness. With Olive, you don't need to be an expert…
Automate optimization techniques for transformer models
Intel has collaborated with Microsoft to integrate Intel® Neural Compressor into Olive, enabling developers to easily take advantage of model…
On-Device Training: Efficient training on the edge with ONNX Runtime
ONNX Runtime is a high-performance cross-platform inference and training engine that can run a variety of machine learning models. ORT…
Kubernetes at scale with GitOps and Cluster API
As the requirements and software surrounding Kubernetes clusters grow along with the required number of clusters, the administrative overhead becomes…
Join Microsoft at KubeCon and CloudNativeCon Europe 2023
As we come together in Amsterdam, there are significant headwinds and challenges facing us, but I’m confident that open-source and…
High-performance deep learning in Oracle Cloud with ONNX Runtime
In this blog post, we’ll share challenges our team faced, and how ONNX Runtime solves these as the backbone of…
Discover the latest innovations at Azure Open Source Day 2023
Azure Open Source Day highlighted Microsoft’s commitment to open Source and focused on how Open Source Technologies can be used…
Announcing the availability of Feathr 1.0
Today, we are excited to announce the much-anticipated availability of the OSS Feathr 1.0.
Introducing Bash for Beginners
On Azure, more than 50 percent of virtual machine (VM) cores run on Linux. There is no better time to…
7 reasons to join us at Azure Open Source Day
Azure Open Source Day is a great opportunity to learn more about Microsoft's role in the open-source community, its contributions,…
Performant on-device inferencing with ONNX Runtime
The team at Pieces shares the problems and solutions evaluated for their on-device model serving stack and how ONNX Runtime…
Improve BERT inference speed by combining the power of Optimum, OpenVINO™, ONNX Runtime, and Azure
Make large models smaller and faster with OpenVino Execution Provider, NNCF and ONNX Runtime leveraging Azure Machine Learning.
Faster inference for PyTorch models with OpenVINO Integration with Torch-ORT
Many developers opt to use popular AI Frameworks like PyTorch, which simplifies the process of analyzing predictions, training models, leveraging…
Towards debuggability and secure deployments of eBPF programs on Windows
eBPF for Windows native code generation is a new mode of execution that maintains the integrity of the kernel and…