I did exactly this in early 2025 with a small keyword tagging pipeline.

You may run into some issues with Docker and native deps once you get to production. Don’t forget to cache the bumblebee files.

No problem. It's an SLM, I have a dedicated on-prem GPU server that I deploy behind tailscale for inference. For training, I reach out to lambdalabs and just get a beefy GPU for a few hours for the cost of a Starbucks coffee.