---
title: "Announcing instance preference lists for Amazon SageMaker AI training jobs"
slug: "amazon-sagemaker-ai-startet-trainingsjobs-jetzt-mit-instanz-praeferenzlisten"
date: 2026-09-15
category: tech-pub
tags: [amazon]
language: en
sources_count: 1
featured: false
publisher: AInauten News
url: https://news.ainauten.com/en/story/amazon-sagemaker-ai-startet-trainingsjobs-jetzt-mit-instanz-praeferenzlisten
---

# Announcing instance preference lists for Amazon SageMaker AI training jobs

**Published**: 2026-09-15 | **Category**: tech-pub | **Sources**: 1

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## TL;DR

Amazon SageMaker AI now offers instance preference lists for training and processing jobs.

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## Summary

Amazon SageMaker AI now offers instance preference lists for training and processing jobs. Specify an ordered list of up to five instance types, and SageMaker AI automatically launches on the first type with available capacity, eliminating manual retry loops and capacity-watching scripts.

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## Why it matters

Amazon SageMaker AI now offers instance preference lists for training and processing jobs.

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## Key Points

- Amazon SageMaker AI now offers instance preference lists for training and processing jobs.
- Specify an ordered list of up to five instance types, and SageMaker AI automatically launches on the first type with available capacity, eliminating manual retry loops and capacity-watching scripts.

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## Nauti's Take

For teams fighting over scarce GPUs, this is a real advantage: fewer homegrown retry scripts, faster starts and reserved capacity used first. The risk sits in the details, since SageMaker does not check whether your container behaves the same on all five instance types. Anyone running distributed training should test every option upfront and watch the cost per type.

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## FAQ

**Q:** What is Announcing instance preference lists for Amazon SageMaker AI training jobs about?

**A:** Amazon SageMaker AI now offers instance preference lists for training and processing jobs.

**Q:** Why does it matter?

**A:** Amazon SageMaker AI now offers instance preference lists for training and processing jobs.

**Q:** What are the key takeaways?

**A:** Amazon SageMaker AI now offers instance preference lists for training and processing jobs.. Specify an ordered list of up to five instance types, and SageMaker AI automatically launches on the first type with available capacity, eliminating manual retry loops and capacity-watching scripts.

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## Related Topics

- [amazon](https://news.ainauten.com/en/tag/amazon)

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## Sources

- [Announcing instance preference lists for Amazon SageMaker AI training jobs](https://aws.amazon.com/blogs/machine-learning/announcing-instance-preference-lists-for-amazon-sagemaker-ai-training-jobs/) - AWS Machine Learning Blog

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## About This Article

This article is a synthesis of 1 sources, curated and summarized by AInauten News. We aggregate AI news from trusted sources and provide bilingual (German/English) coverage.

**Publisher**: [AInauten](https://www.ainauten.com) | **Site**: [news.ainauten.com](https://news.ainauten.com)

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*Last Updated: 2026-09-15*