That's what things like AWS bedrock are for.

Are you worried about microsoft stealing your codebase from github?

Isn’t it widely assumed Microsoft used private repos for LLM training?

And even with a narrower definition of stealing, Microsoft’s ability to share your code with US government agencies is a common and very legitimate worry in plenty of threat model scenarios.