Sure, in production envs I have seen humans being used in 3 places:
1. the pose data calibration
2. cleaning up covariances (reducing blobbiness)
3. adding metadata for app usage
But, to your point, hard to say which of these or any apply without more info. I would be very very impressed if there were no humans and it's 'just' a training time issue though!
You all need to stop being so pessimistic. This is a great idea.
Want PBS to stick around? Make it so anybody who's sticking on chat GPT gets great answers from PBS and every time ChatGPT scrapes it, PBS gets money.
Is it extremely difficult? Obviously. Will it work? Probably not, very few things do. Is it a great thing that some folks are doing it and trying to make it work so that we can have a functional media ecosystem in a post-social-media age? Absolutely.
Lattner's comment aside (which I'm fanboying a little bit at), I do tend to agree with your pessimism/realism for what it's worth. It's gonna be a long long time before that whole mess you're describing is sorted out, but I'm confident that over the next decade we will do it. There's just too much money to be made by fixing it at this point.
I don't think it's gonna happen instantly, but it will happen, and Mojo/Modular are really the only language platform I see taking a coherent approach to it right now.
A fun project for somebody who has more time than myself would be to see if they can get it working with the new Mojo stuff from yesterday for Apple. I don't know if the functionality would be fully baked out enough yet to actually do the port successfully, but it would be an interesting try.
Nah. There's huge alpha here, as one might say. I feel like this comment could age even more poorly than the infamous dropbox comment.
Even with Jax, PyTorch, HF Transformers, whatever you want to throw at it--the dx for cross-platform gpu programming that are compatible with large language models requirements specifically is extremely bad.
I think this may end up be the most important thing that Lattner has worked on in his life (And yes, I am aware of his other projects!)