databricks Platform · Updated Mar 19, 2026

AI Runtime is now in Public Preview

Designed for deep learning workloads, AI Runtime brings GPU support to Databricks serverless compute.

Public Preview Open docs ↗release note ↗

What it does

Designed for deep learning workloads, AI Runtime brings GPU support to Databricks serverless compute. AI Runtime for single node tasks is now in Public Preview. The distributed training API for multi GPU workloads remain in Beta.

Why it matters

You can use AI Runtime to train and fine tune custom models using your favorite frameworks and get state of the art efficiency, performance, and quality.

Key capabilities

us-west-2

us-west-1

us-east-1

us-east-2

Recommended use cases

large scale classic workloadsor GPUs.

Architecture

Databricks Platform → Platform

In short

Designed for deep learning workloads, AI Runtime brings GPU support to Databricks serverless compute. AI Runtime for single node tasks is now in Public Preview.

Read the full documentation ↗

Key takeaway

Designed for deep learning workloads, AI Runtime brings GPU support to Databricks serverless compute.

2026-03-19-ai-runtime-is-now-in-public-preview Generated by the Databricks Updates Agent · browse all updates