amazon-sagemaker

2/2/2026, 12:00:00 AM ~ 2/3/2026, 12:00:00 AM (UTC) Recent Announcements DeepSeek OCR, MiniMax M2.1, and Qwen3-VL-8B-Instruct models are now available on SageMaker JumpStart Today, AWS announced the availability of DeepSeek OCR, MiniMax M2.1, and Qwen3-VL-8B-Instruct in Amazon SageMaker JumpStart, expanding the portfolio of foundation models available to AWS customers. These three models bring specialized capabilities spanning document intelligence, multilingual coding, advanced multimodal reasoning, and vision-language understanding, enabling customers to build sophisticated AI applications across diverse use cases on AWS infrastructure....

1/30/2026, 12:00:00 AM ~ 2/2/2026, 12:00:00 AM (UTC) Recent Announcements Amazon RDS now supports IPv6 for VPC endpoints of RDS Service APIs Amazon RDS now supports Internet Protocol version 6 (IPv6) for VPC endpoints of RDS Service APIs, in addition to the existing IPv6 support for public endpoints. This allows you to configure dual-stack (IPv4 and IPv6) connectivity to access RDS Service APIs directly from within your VPC without internet traversal....

1/21/2026, 12:00:00 AM ~ 1/22/2026, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker HyperPod introduces enhanced lifecycle scripts debugging Amazon SageMaker HyperPod now provides enhanced troubleshooting capabilities for lifecycle scripts, making it easier to identify and resolve issues during cluster node provisioning. SageMaker HyperPod helps you provision resilient clusters for running AI/ML workloads and developing state-of-the-art models such as large language models (LLMs), diffusion models, and foundation models (FMs).\n When lifecycle scripts encounter issues during cluster creation or node operations, you now receive detailed error messages that include the specific CloudWatch log group and log stream names where you can find execution logs for lifecycle scripts....

1/12/2026, 12:00:00 AM ~ 1/13/2026, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker HyperPod now validates service quotas before creating clusters on console Amazon SageMaker HyperPod console now validates service quotas for your AWS account before initiating cluster creation, enabling you to confirm sufficient quota availability before provisioning begins. SageMaker HyperPod helps you provision resilient clusters for running AI/ML workloads and developing state-of-the-art models such as large language models (LLMs), diffusion models, and foundation models (FMs)....

12/19/2025, 12:00:00 AM ~ 12/22/2025, 12:00:00 AM (UTC) Recent Announcements Amazon Application Recovery Controller region switch now supports three new capabilities Amazon Application Recovery Controller (ARC) Region switch allows you to orchestrate the specific steps to switch your multi-Region applications to operate out of another AWS Region and achieve a bounded recovery time in the event of a Regional impairment to your applications. Region switch saves hours of engineering effort and eliminates the operational overhead previously required to complete failover steps, create custom dashboards, and manually gather evidence of a successful recovery for applications across your organization and hosted in multiple AWS accounts....