Create ML

Experience an entirely new way of training machine learning models on your Mac. Create ML takes the complexity out of model training while producing powerful Core ML models.

Discover Create ML features

Create Core ML models

Build and train powerful on-device models with an easy-to-use app interface.

Multimodel training

Train multiple models using different datasets, all in a single project.

Model previews

Preview your model performance using Continuity with your iPhone camera and microphone on your Mac, or drop in sample data.

Training control

Pause, save, resume, and extend your training process.

On-device training

Train models blazingly fast right on your Mac while taking advantage of CPU and GPU.

eGPU training support

Use an external graphics processing unit with your Mac for even better model training performance.

Model types

Create ML has a variety of model types to choose from. Just select a model type in the app and add your data and parameters to start training.


Image classification
Object detection
Hand pose classificationNEW
Style transfer


Action classification
Hand action classificationNEW
Style transfer


Activity classification


Sound classification


Text classification
Word tagging


Tabular classification
Tabular regression

Create ML framework

The power of Create ML is now available as a Swift framework on iOS and iPadOS, in addition to macOS. Programmatically experiment and automate model creation in Swift scripts or playgrounds. Build dynamic app features that leverage Create ML APIs to train models directly from user input or on-device behavior, providing personalized and adaptive experiences while preserving user privacy.

View documentation

Getting started

Use the Developer Tools menu in Xcode to open Create ML.

Download Xcode