love how clearly vibecoded this is. the cloudflare worker architecture + the ascii diagram is a dead giveaway. nothing wrong with that, it's just really obvious.

the split architecture offers absolutely zero security benefits outside of not exposing a server process on your mac to the open internet (assuming you only let it connect to cloudflare) - it's just a convenient place to spin up a thin JS layer that calls model APIs and connects to your mac.

anyways i think this is a neat weekend vibecoding project but IMO it needs a lot more design thought to really be useful and not be a huge security issue.

Why does it matter? If it works, it works, no? Or are we now artisanal hipsters, where the code is better if it was hand-typed on a really shitty keyboard where the N key sticks, and it just feels better using the software because of how much pain the coder in the forests outside of Portland experienced while writing the code. Do we need an international fair trade organization to make sure the code was ethically sourced?

How is it a giveaway? I'd like to learn how to spot these things.

> How many Matlab users know things could be better?

not very many in my experience - matlab rots the brain

the subclass of "Reproducing kernel Hilbert spaces" form the basis for a large class of ML algorithms (kernel methods)

why? i like Julia but it's not a great general purpose language IMO.

the CUDA library versions are very coupled to the hosts' CUDA driver versions and the container system itself (Docker) needs special code to link the two

Can't you just do a host mount/bind mount of those specific libs though?

It's more related to the law of large numbers than the CLT

The generator implicitly models a joint probability of data by being a generative process that one can draw samples from. GAN training (at least under certain simplifying assumptions) minimizes the JS divergence between the generator distribution and the data distribution.