Can OpenAI model deployed on Azure be run offline after the Models are retired?

Hello Zhai, Jim,

Welcome to the Microsoft Q&A and thank you for posting your questions here.

I understand that you would like to know if OpenAI model deployed on Azure could be run offline after the Models are retired.

Regarding your questions:

• Once an OpenAI model is retired on Azure, it will no longer be accessible or functional, even offline. Retirement means the service is completely discontinued, so you won’t be able to use the models after the retirement date.
• When you deploy models on Azure, they are not considered fully private deployments because they rely on Azure’s infrastructure and services. While Azure offers robust security and privacy features, the deployment is still managed and hosted by Azure.
• Your third question, for a truly private deployment where you have full control and don’t need to worry about service retirement, you might consider deploying models on your own infrastructure. OpenAI offers options for on-premises deployment or deployment on your own cloud infrastructure, which can provide more control and longevity. This way, you manage the hardware, updates, and maintenance, ensuring the models remain available as long as you need them.

I hope this is helpful! Do not hesitate to let me know if you have any other questions.

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