AutoML Overview

Hive’s AutoML platform allows customers to easily train, evaluate, and deploy customized machine learning models. Beginning with a customer-uploaded dataset, our platform then guides you through the process of creating a fully-functional model accessible via API and served through Hive Data just like any of our pre-trained models. Models built with our AutoML tool can have up to 20 different heads (classification categories), with any number of classes (possible classifications) in each head.

For a step-by-step guide to creating a model with our AutoML platform, please see our AutoML for Text Classification, AutoML for Image Classification, and AutoML for Large Language Models pages.

Supported Model Types

At this time, the only model types we support are text classification, image classification, and large language models. We are currently working to add support for other popular model types. To learn more or request the addition of a particular type of model, please contact [email protected].