Training Azerbaijani Language Models on Amazon SageMaker AI

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Problem: Adapting foundation models to a morphologically rich language (Azerbaijani) with limited training data, no existing blueprint for efficient LLM training in that language.

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Connections

How Keras 3 Modernized Expedia's Lodging Ranking Stack Both describe industry ML practitioners leveraging specific ML frameworks/platforms (Keras 3 vs SageMaker) to modernize production training pipelines for domain-specific models
Marin Both represent foundation model training efforts that expand AI capabilities beyond dominant English-language models — Marin through open community collaboration, the Azerbaijani LLM through targeted language-specific training

Type:	link
First published:	Monday, 1 June 2026 at 12:00 UTC
Location:	https://www.linkedin.com/posts/sabirmardan_amazon-sagemaker-amazon-share-7467195020136144897-lSzD/?utm_source=share&utm_medium=member_android&rcm=ACoAAACiYBcBLrSH5NDbPZzkgyYFUlhyh0ZuGwc
URL:	https://mattwood.fyi/i/8e0f8185