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I had a similar idea for something like hugging face in 2016. (I feel so stupid I didn't execute) My business model was that people with great models trained o
by max_ 2y ago
I had a similar idea for something like hugging face in 2016. (I feel so stupid I didn't execute)
My business model was that people with great models trained on proprietary data sets would buy & sell trained weights and fine tuned models for private use.
Here is an example.
No e-commerce business is going to easily publish their sales data for everyone to train so they can build a great model for optimizing recommendations of products.
Hiring an internal AI team may have 2 problems.
- It may cost too much
- May not work as well
- You may not have the appropriate data set or data size (DL is very data intensive).
For a small fraction of what it may cost to hire your own team. You may buy a fine tuned models or readily trained weights that you just "plug & play".
That sounds like reasonable model.
The client (e-commerce) saves money, time, is guaranteed success, and gets the bonus productivity output from AI integration.
What do you guys think? Tarpit idea?
If I owned hugging face, I would follow such a strategy.