SkillOfficial
hf-cloud-serving-image-selection
Apache-2.0Updated on Nov 11, 202611,334GitHub starsIncludes scripts
A Hugging Face skill for choosing the serving container when deploying a model to a SageMaker endpoint.
What the skill teaches
A Hugging Face skill for choosing the serving container when deploying a model to a SageMaker endpoint. It requires a Hugging Face container family (vLLM, vLLM-Omni, SGLang, TEI or PyTorch inference) whenever one can serve the model, gives the few reasons for falling back to a generic image, and reads image URIs from AWS's Deep Learning Containers catalog. It covers choosing between TEI and vLLM for rerankers, AMI and CUDA requirements, container settings, private-network download problems, images known to be broken and first-boot download time. A bundled script mirrors images when a region lacks one.
Capabilities
- Pick the serving container for a model on SageMaker
- Look up current image URIs from AWS's container catalog
- Configure vLLM and TEI containers
- Mirror an image to another region
Install
- Run this to add it to Any client:
hf skills add hf-cloud-serving-image-selection
What's inside
- references/model-to-image.md
- scripts/mirror_image.py
Details
| Fact | Value | Source |
|---|---|---|
| Type | Skill | |
| Tools | Amazon Web Services, Hugging Face | |
| Publisher | Hugging Face | source |
| Official status | OfficialHugging Face Hub docs link to the huggingface/skills repository | source |
| Needs an API key or sign-in | Not stated in its documentation | |
| Includes scripts | Yes | source |
| Platforms | Not stated in its documentation | |
| AI clients | Claude Code, Cursor, Codex, Gemini CLI | source |
| Licence | Apache-2.0 | source |
| Pricing | Not stated in its documentation | |
| Activity | Last commit Nov 11, 202611,334 GitHub starsDownload data not available (not on npm or PyPI) | source |
| Links | Repository Website |
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Sources
- README (README.md)github.com/huggingface/skills · Backs: AI clientsNov 13, 2026
- Skill file (SKILL.md)github.com/huggingface/skillsNov 10, 2026
- Licence file (LICENSE)github.com/huggingface/skills · Backs: LicenceNov 13, 2026
- Web pagehuggingface.co · Backs: Official statusNov 13, 2026
- GitHub repositorygithub.com/huggingface/skills · Backs: Publisher, Activity, LicenceNov 11, 2026
- Folder in the repository (hf-cloud-serving-image-selection)github.com/huggingface/skills · Backs: Includes scriptsNov 10, 2026