Introducing HUGS - Scale your AI with Open Models

What changed

Introducing HUGS - Scale your AI with Open Models September 2025 Update: We no longer offer HUGS model deployment containers.To easily deploy optimized Hugging Face model in your infra, check out the Dell Enterprise Hub and the Hugging Face Collection in Azure AI Foundry. Today, we are thrilled to announce the launch of Hugging Face Generative AI Services a.k.a. Built on open-source Hugging Face technologies such as Text Generation Inference and Transformers, HUGS provides the best solution to efficiently build and scale Generative AI Applications in your own infrastructure.

Why it matters

A concrete addition to Practical AI: Tools, Models & Frameworks: it changes what's available to builders today rather than being general commentary.

How it compares

Related prior coverage to compare against:

• OpenAI partners with Scale to provide support for enterprises fine-tuning models
• Introducing AI Sheets: a tool to work with datasets using open AI models!
• MedGemma: Our most capable open models for health AI development

• OpenAI partners with Scale to provide support for enterprises fine-tuning models similarity 0.28
• Introducing AI Sheets: a tool to work with datasets using open AI models! similarity 0.28
• MedGemma: Our most capable open models for health AI development similarity 0.21