I do know of moderate-size companies deploying OSS LLMs on their own GPU clusters, for ownership/security/maybe cost reasons. I'm somewhat surprised F500 companies are apparently just handing over all their data to the model providers.

Could be fantastic for small shops while it lasts. The big guys have to pay 10x for precious tokens.