ML Model Registry - Part 2: Consuming Models and Automating Processes in Weights & Biases

Check out Part 2 of the Weights & Biases model registry walkthrough to learn how to consume and evaluate models from the registry, and automate downstream processes for model evaluation and model deployment.

⏳Timestamps:
0:00 Introduction to Part Two
0:15 Overview of Model Registry
2:10 Downloading and Processing a Model
2:50 Quantizing the Model for Efficiency
3:55 Running Inference on the Model
5:25 Accessing Artifacts through Import/Export API
6:11 Building Dynamic Reports
7:22 Automating Processes with Webhooks

automate biases check deployment evaluation introduction learn model deployment model registry overview part processes registry walkthrough weights & biases