DEFINITION
ONNX
Open Neural Network Exchange
Definition
An open standard format for representing machine learning models that enables deployment of models across different platforms and hardware without vendor lock-in. ONNX allows models to run locally on devices for privacy-preserving inference.
Examples in the Wild
- Example 1:Vyvoice uses ONNX runtime to deploy Parakeet and Whisper transcription models locally on Windows, Linux, and macOS
- Example 2:ONNX enables offline voice transcription without sending audio to cloud services