Exploring DragGAN implementation using ONNX Runtime 

5 min read

In this Blog we will describe our implementation of the DragGAN2 algorithm, based on StyleGAN1, using ONNX Runtime. We will give a technical overview of the architectures, describe the motivation and discuss challenges and their resolution. We have also released the python code that walks through the resulting implementation. Read more

Accelerating over 130,000 Hugging Face models with ONNX Runtime 

3 min read

ONNX models can be accelerated with ONNX Runtime (ORT), which works cross-platform and provides coverage for many cloud models and language models. Updating the HF Model Hub with more accurate information about ONNX coverage will ensure that users can leverage all the benefits of ORT when deploying HF models. Read more

Kubernetes at scale with GitOps and Cluster API 

5 min read

As the requirements and software surrounding Kubernetes clusters grow along with the required number of clusters, the administrative overhead becomes overwhelming and unsustainable without an appropriate architecture and supportive tooling. Read more

Faster inference for PyTorch models with OpenVINO Integration with Torch-ORT 

4 min read

Many developers opt to use popular AI Frameworks like PyTorch, which simplifies the process of analyzing predictions, training models, leveraging data, and refining future results. Read more