Hot Swap Models Tutorial
How to swap models in a pipeline step while the pipeline is deployed.
The following tutorials are created to highlight specific features in Wallaroo.
How to swap models in a pipeline step while the pipeline is deployed.
How to use the Wallaroo SDK and the Wallaroo MLOps API to perform inferences.
How to use Model Insights to monitor the environment and know when to retrain the model based on changes to data.
How to retrieve pipeline logs as DataFrame, Apache Arrow tables, and saved to files.
How to retrieve pipeline logs through the Wallaroo MLOps API.
How to use create and manage Tags for Wallaroo models and pipelines.
The Shadow Deployment Tutorial demonstrates how restrain resources for pipelines to operate in an edge environment.