Individual skill
model-deployment
Generates code that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker endpoints or Bedrock. Use when the user says "deploy my model", "create an endpoint", "make it available", or asks about deployment options. Identifies the correct deployment pathway (Nova vs OSS), generates deployment code, and handles endpoint configuration.
plugins/sagemaker-ai/skills/model-deployment/SKILL.md
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- Last checked
- Nov 4, 2026
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- Nov 5, 2026
- License
- Apache-2.0
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- agent-skills Repository topic
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SKILL.mdcore · 5,928 bytescode_templates/deploy-nova-bedrock.pyruns · 1,906 bytescode_templates/deploy-nova-sagemaker.pyruns · 1,779 bytescode_templates/deploy-oss-bedrock.pyruns · 3,956 bytescode_templates/deploy-oss-sagemaker.pyruns · 1,948 bytesreferences/code_output_guide.mddoc · 3,246 bytesreferences/deploy-nova-bedrock.mddoc · 4,074 bytesreferences/deploy-nova-sagemaker.mddoc · 5,142 bytesreferences/deploy-oss-bedrock.mddoc · 4,779 bytesreferences/deploy-oss-sagemaker.mddoc · 6,605 bytesreferences/model-licenses.mddoc · 11,803 bytes
Read excerpt
# Model Deployment
Identifies the correct deployment pathway based on model characteristics and generates deployment code.
## Scope
This skill supports deploying Nova and OSS models that were fine-tuned through **SageMaker Serverless Model Customization** only.
**Not supported:**
- Base models (not fine-tuned)
- Models fine-tuned through other processes
- Full Fine-Tuning (FFT) — only LoRA fine-tuned models are supported
