title: 'Machine Learning Models' sidebar_label: 'Machine Learning Models' sidebar_position: 8 pagination_prev: null pagination_next: null tags:
Spice supports loading and serving ONNX models for inference, from sources including local filesystems, Hugging Face, and the Spice.ai Cloud platform.
Example spicepod.yml loading an ONNX model from HuggingFace:
Models can be hosted on a local filesystem and referenced directly in the configuration. For more details, see the Filesystem Model Component.
Spice integrates with Hugging Face, enabling you to use a wide range of pre-trained models. For more information, see the Hugging Face Model Component.
The Spice Cloud platform provides a scalable environment for training, hosting, and managing your models. For further details, see the Spice Cloud Platform Model Component.
