ONNX (Open Neural Network Exchange) is a cross-platform and cross-framework serialization format designed for model weights. By converting model weights to ONNX, you can streamline the dependency management required for production deployment. This conversion is often a critical step for edge deployment and may serve as an intermediate stage when translating weights into other formats.