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hf-cloud-serving-image-selection

Official

Select the optimal serving container for SageMaker model deployment and obtain its current image URI.

Software Engineering#deployment#sagemaker#model serving#container selection#image uri
Authorhuggingface
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill ensures that the right serving container is chosen for SageMaker model deployment, thereby preventing common issues like stale image failures and incorrect region URIs.

Core Features & Use Cases

  • Container Selection: Determine the appropriate HuggingFace or generic container for model deployment based on compatibility and performance requirements.
  • Image URI Retrieval: Obtain the current image URI for deployment from AWS's official Deep Learning Containers catalog.
  • Use Case: When preparing to deploy a model to a SageMaker endpoint, this Skill can be used to choose the correct container and image URI, avoiding potential deployment failures.

Quick Start

Use the 'hf-cloud-serving-image-selection' skill to get the serving image URI for deploying a text generation model.

Dependency Matrix

Required Modules

aws

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: hf-cloud-serving-image-selection
Download link: https://github.com/huggingface/skills/archive/main.zip#hf-cloud-serving-image-selection

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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