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title: Hugging Face Models on Foundry Managed Compute | daily.dev
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# Hugging Face Models on Foundry Managed Compute

**[Hugging Face](https://daily.dev/sources/huggingface)** · 11 min read · 0 upvotes · 0 comments

## Summary

Microsoft Foundry now offers a curated catalog of Hugging Face open-weight models deployable with one click onto Foundry Managed Compute. The integration covers thousands of models across text, vision, audio, and multimodal modalities, refreshed weekly. Models are security-screened (SafeTensors only, no trust_remote_code), weights are pre-staged in Azure, and runtimes (vLLM, SGLang, TensorRT-LLM, NIM, TEI, llama.cpp) are built and CVE-scanned by Microsoft. Deployment uses a template system that pins runtime, accelerator family, context length, and tuning settings. The unified Foundry endpoint supports the OpenAI SDK, shared auth, observability, and billing. Available now in preview with NVIDIA A100, H100, and AMD MI300X accelerators in Global and Data Zone scopes.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://huggingface.co/blog/microsoft/foundry-managed-compute>

---

Tags: [#azure](https://daily.dev/tags/azure), [#ai-inference](https://daily.dev/tags/ai-inference), [#vllm](https://daily.dev/tags/vllm)

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