I work for a large tech company and we use CLIP internally for a variety of things:

- Image search (aka Google Image) to find relevant photos given a text prompt. This is the biggest use case

- Automated Labeling (to answer questions such as "How many entities have attribute Y"?

We didn't fine tune CLIP though. If folks have done it successfully, I would be love to hear them!