name: sagemaker-diagnostics version: "1.0.0" last_updated: "2025-04-12" description: > Use this skill to investigate and troubleshoot Amazon SageMaker problems by analyzing training job failures, endpoint deployment issues, model artifacts, instance problems, VPC configuration, IAM roles, spot training interruptions, multi-model endpoints, notebook instances, Studio domains, pipeline steps, and inference performance. Activate when: training job failures, OOM errors, timeout issues, spot interruptions, endpoint deployment failures, invocati
Sagemaker Troubleshooting
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Sagemaker Troubleshooting by aws-samples · bda06fd
npx skillmds@latest add aws-samples/sagemaker-troubleshooting File contents
---name: sagemaker-troubleshootingdescription: ---------name: sagemaker-diagnosticsversion: "1.0.0"last_updated: "2025-04-12"description: > Use this skill to investigate and troubleshoot Amazon SageMaker problems by analyzing training job failures, endpoint deployment issues, model artifacts, instance problems, VPC configuration, IAM roles, spot training interruptions, multi-model endpoints, notebook instances, Studio domains, pipeline steps, and inference performance. Activate when: training job failures, OOM errors, timeout issues, spot interruptions, endpoint deployment failures, invocati
aws-samples/sample-ai-agent-skills/tree/main/sagemaker-troubleshooting commit bda06fd9ef
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