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We are running smaller models with software we wrote (self plug alert: https://github.com/singulatron/singulatron) with great success. There are obvious mistakes these models make (such as the one in our repo image - haha) sometimes but they can also be surprisingly versatile in areas you don't expect them to be, like coding.

Our demo site uses two NVIDIA GeForce RTX 3090 and our whole team is hammering it all day. The only problem is occasionally high GPU temperature.

I don't think the picture is as bleak as you paint. I actually expect Moore's Law and better AI architectures to bring on a self-hosted AI revolution in the next few years.



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