Yes. Especially if you work in a not well supported language and/or have specific datapairs you want to match that might be out of ordinary text.
Training your own fine tune takes a really short time and GPU resources, and you can easily outperform even sota models on your specific problem with a smaller model/vector space
Then again on general English text and doing a basic fuzzy search. I would not really expect high performance gains.
Training your own fine tune takes a really short time and GPU resources, and you can easily outperform even sota models on your specific problem with a smaller model/vector space
Then again on general English text and doing a basic fuzzy search. I would not really expect high performance gains.