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Plan a model deployment on SageMaker v1.0.0

Use this resource to plan the deployment of a model on Amazon SageMaker AI

New

  • 404 downloads
  • 228 likes
  • 131 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install sagemaker-model-deployment-planner

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent asks the useful questions, recommends an honest deployment mode (real-time, serverless, async, batch or Bedrock), checks quotas before proposing an instance, then hands off to specialized skills for the next steps.

Mostly picked by

Updated November 2, 2026

Card for the “Plan a model deployment on SageMaker” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: scoping phases, mode choice and quota checks
  • SKILL.md: response style and hand-off to specialized skills

Good fit for

  • You want to host an LLM or an embedding model on AWS
  • You want an inference endpoint without knowing the AWS options

Not for

    Tags

    • SageMaker
    • deployment
    • inference
    • AWS

    About

    You say

    “I want to host my embedding model on AWS, you choose the deployment mode.”

    Card for the “Plan a model deployment on SageMaker” skill

    Skill published by huggingface under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to plan the deployment of a model on Amazon SageMaker AI
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md8.5 KB

    Origin and licence

    Listed unmodified

    Author
    huggingface
    Source
    github.com/huggingface/skills/tree/fabc634a893f62ad5c2039830397efa35fa62715/skills/hf-cloud-sagemaker-deployment-planner
    Licence
    Apache-2.0

    Notice

    « hf-cloud-sagemaker-deployment-planner » (huggingface, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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