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 ...

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...