Help Center/ ModelArts/ Getting Started/ ModelArts Practices for Beginners
Updated on 2026-07-10 GMT+08:00

ModelArts Practices for Beginners

This section lists some common practices to help you understand and use ModelArts for AI development.

Table 1 Common practices

Practice

Description

Intended Audience

Training a model

Creating a Custom Training Image (PyTorch + CPU/GPU)

This section describes how to create an image and use it for training on ModelArts. The AI engine used in the image is PyTorch, and the training runs on CPUs or GPUs.

AI developers who are familiar with coding and debugging

Deploying a service for inference

Creating a Custom Image and Using It to Create an AI Application

If you want to use an AI engine that is not supported by ModelArts, create a custom image, import the image to ModelArts, and use the image to create models. This section describes how to use a custom image to create a model and deploy the model as a real-time service.