How to swap models in a pipeline step while the pipeline is deployed.
Wallaroo Features Tutorials
The following tutorials are created to highlight specific features in Wallaroo.
How to use the Wallaroo SDK and the Wallaroo MLOps API to perform inferences.
How to deploy an ONNX model with multiple inputs and outputs in Wallaroo.
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.
A life cycle with a Statsmodel forecast model from model creation to automation.
How to use create and manage Tags for Wallaroo models and pipelines.
A demonstration on allocating GPU resources from a cluster for use by a large language model (LLM).