# Hugging Face Models on Foundry Managed Compute

DevFeed: [Hugging Face Models on Foundry Managed Compute](<https://devfeed.tech/articles/hugging-face-models-on-foundry-managed-compute-7350.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/microsoft/foundry-managed-compute>)

Author: Manoj Bableshwar; Osi

Published: 2026-07-07T15:20:06Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [Microsoft](<https://devfeed.tech/topics/microsoft.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [C#](<https://devfeed.tech/topics/csharp.md>), [JavaScript](<https://devfeed.tech/topics/javascript.md>), [Python](<https://devfeed.tech/topics/python.md>), [anthropic](<https://devfeed.tech/topics/anthropic.md>), [deepseek](<https://devfeed.tech/topics/deepseek.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [azure](<https://devfeed.tech/tags/azure.md>), [c-sharp](<https://devfeed.tech/tags/c-sharp.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [eval](<https://devfeed.tech/tags/eval.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [microsoft-foundry](<https://devfeed.tech/tags/microsoft-foundry.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [observability](<https://devfeed.tech/tags/observability.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [platform](<https://devfeed.tech/tags/platform.md>), [python](<https://devfeed.tech/tags/python.md>), [sdks](<https://devfeed.tech/tags/sdks.md>), [security](<https://devfeed.tech/tags/security.md>)

## AI overview

Microsoft Foundry Managed Compute is presented as a managed GPU platform for deploying open-source and custom models within Foundry. It uses model-oriented configuration while Microsoft manages GPU topology, runtime updates, and security patches across supported runtimes. The platform shares endpoints, SDKs, authentication, observability, and billing with Foundry's other deployment options, while integrating open-source models with Foundry Agents.

## Source excerpt

Microsoft Foundry is a platform for building and operating agentic AI applications. Foundry starts with the widest model selection on any cloud -- models from Microsoft, OpenAI, Anthropic, Meta, Mistral, DeepSeek, Hugging Face, and others, spanning frontier, open-source, and custom weights -- all accessible through a single endpoint and a single set of SDKs in Python, C#, JavaScript, and Java.