W&B Model Management Guide Companion Notebook

This is a companion notebook to the W&B Model Management Guide.

Table of Contents

• Cell 1: Installs wandb python library
• Cell 2 (Form): Allows you to specify some parameters and defines a handful of helper functions. Note: there is not any wandb specific library calls in these helper functions - they are purely used to allow the example cells to be more terse and focus on the key aspects of Model Management
• Cell 3: (Train, Log, & Link Models) Covers steps 2. Traing & log a Model and 3. Link Model Versions to the Collection
• Cell 4: (Use, Evaluate, and Promote a Model) Covers steps 4. Using a Model Version, 5. Evaluate Model Performance, and 6. Promote a Version to Production

Setup

Stop! 🛑 Please complete Step 1 of the tutorial before continuing. This will ensure you have a Model Collection defined in your project. Enter the Project name where you created the Collection in project_name and the name of the Collection in the model_collection_name fields respectively.

Train, Log, & Link Models

Use, Evaluate, and Promote a Model