This notebook shows how to convert a model from its original framework format to the OpenVINO IR. It describes the Python conversion API and the OpenVINO Model Converter command-line tool. It provides examples of converting Hugging Face and PyTorch models to OpenVINO IR.
The OpenVINO IR conversion tutorial consists of the following content:
- OpenVINO IR format
- Fetching example models
- Conversion
- Setting Input Shapes
- Compressing a Model to FP16
- Converting Models from Memory
- Migration from Legacy Conversion API
- Specifying Layout
- Changing Model Layout
- Specifying Mean and Scale Values
- Reversing Input Channels
- Cutting Off Parts of a Model
This is a self-contained example that relies solely on its own code.
We recommend running the notebook in a virtual environment. You only need a Jupyter server to start. For details, please refer to Installation Guide.