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hf-cloud-serving-image-selection
huggingface/skillsSkill
Pick the right serving container for a SageMaker model deployment and find its current image URI. Use this skill whenever about to deploy a model to a SageMaker endpoint and an image URI needs to be chosen — including when the user says "deploy this LLM", "host this HuggingFace model", "serve this fine-tuned model", "deploy this embedding model", "host a reranker", "serve a sentence-transformers model", or when about to hardcode any container URI in deployment code. HuggingFace-curated Deep Learning Containers are ALWAYS preferred: HuggingFace vLLM (LLMs and generative rerankers), HuggingFace
Why this score
This repo hosts 10 skills, so its 11,187 stars are split between them (about 1,119 each) for scoring.
Popularity score: 79/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit c3ff942be3e0, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onehf-cloud-serving-image-selection huggingface/skills · Skill | 79 | ★ 11k | ≈158 always | 27d ago |
| serving-llms-on-epyc amd/skills · Skill Both about serving and serve | 64 | ★ 423 | ≈25 always | 16d ago |
| hf-cache-models Blaizzy/mlx-vlm · Skill Both about hf and endpoint | 79 | ★ 5.6k | ≈42 always | 16d ago |
| hf-gradio gradio-app/gradio · Skill Both about hf and hugging | 91 | ★ 44k | ≈55 always | 16d ago |
| hf-release-notes huggingface/huggingface_hub · Skill Both about hf and hugging | 88 | ★ 4.0k | ≈39 always | 16d ago |
| deploy-to-hf-spaces adithya-s-k/FineEnvs · Skill Both about hf and deploy | 66 | ★ 517 | ≈38 always | 18d ago |