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Model Deployment

5 summarised stories about Model Deployment, each linking back to the original source. Browse all topics →

Tuesday, 7 July 2026

Hugging Face Models on Foundry Managed Compute

Hugging Face Blog 1 week ago

Microsoft announced Hugging Face models available on its Foundry platform, offering a curated catalog of open-weight models refreshed weekly and deployable with one click onto Foundry Managed Compute. The catalog includes models across text, vision, audio, and multimodal modalities, with Microsoft handling security screening, runtime selection, container building, and CVE patching. Users can now deploy open-source models through a unified endpoint and SDK alongside frontier models, with automatic runtime upgrades and consistent billing, observability, and authentication across all model types.