Model Cookbooks

Sample model deployment tutorials for Wallaroo

Recipes for deploying common models in Wallaroo.


Aloha Quick Tutorial

The Aloha Quick Start Guide demonstrates how to use Wallaroo to determine malicious web sites from their URL.

Computer Vision Tutorials

How to use Wallaroo with computer vision models to detect objects in images.

Computer Vision: Yolov8n Demonstration

How to use Wallaroo with the Yolov8n computer vision model to detect objects in images.

Computer Vision: Image Detection for Health Care

How to use Wallaroo with computer vision models to detect mitochondria from images of cells.

CLIP ViT-B/32 Transformer Demonstration with Wallaroo

The CLIP ViT-B/32 Transformer Demonstration with Wallaroo deployment.

Containerized MLFlow Tutorial

The Containerized MLFlow Tutorial demonstrates how to use Wallaroo with containerized MLFlow models.

Custom Inference Computer Vision Upload, Auto Packaging, and Deploy Tutorial

The uploading and auto packaging a Custom Inference aka Arbitrary Python computer vision model in Wallaroo.

Demand Curve Quick Start Guide

The Demand Curve Quick Start Guide demonstrates how to use Wallaroo to chart a demand curve based on submitted data. This example uses a model plus preprocess and postprocessing steps.

IMDB Tutorial

The IMDB Tutorial demonstrates how to use Wallaroo to determine if reviews are positive or negative.

whisper-large-v2 Demonstration with Wallaroo

The whisper-large-v2 Demonstration with Wallaroo deployment.