We are thrilled to announce our collaboration with Intel®, one of our key partners, to bring the first Neural Processing Unit (NPU) powered by DirectML on Windows. AI is transforming the world, driving innovation, and creating value across industries. NPUs are critical components in enabling amazing AI experiences for developers and consumers alike...
Olive is a powerful open-source Microsoft tool to optimize ONNX models for DirectML. You may remember from this year’s Build that we showcased Olive support for Stable Diffusion, a cutting-edge Generative AI model that creates images from text. We didn’t want to stop there, since many users access Stable Diffusion through Automatic1111's webUI, ...
At Inspire this year we talked about how developers will be able to run Llama 2 on Windows with DirectML and the ONNX Runtime and we've been hard at work to make this a reality. We now have a sample showing our progress with Llama 2 7B! See https://github.com/microsoft/Olive/tree/main/examples/directml/llama_v2 This sample relies on first ...
DirectML shared some exciting announcements at Build this year! We demonstrated a few awesome demos and highlighted new capabilities during the Windows AI Breakout session, Deliver AI-powered experiences across cloud and edge, with Windows. We are also excited to announce the launch of our new product landing page! This new product page provides...
DirectML is ushering in a new wave of machine learning integration capabilities on emerging AI silicon. At the Windows AI Breakout BUILD session, we showcased how ONNX Runtime, powered by DirectML, enables Adobe’s Premiere Pro to leverage Intel’s next generation platform, Meteor Lake with integrated VPU. Adobe Premiere Pro with DirectML...
Are you ready to revolutionize the way you optimize your AI models? Say hello to Olive (ONNX Live), the advanced model optimization tool that integrates seamlessly with DirectML for hardware acceleration across the breadth of the Windows ecosystem. With Olive, you can easily incorporate cutting-edge techniques like model compression, optimizati...
Text-to-image models are amazing tools that can transform natural language into stunning images. Stable Diffusion is particularly interesting. The base model can create images from text and since it’s open-source developers can customize it for their own needs and preferences. With some extra training, developers can fine-tune their model to genera...
