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by embedding-shape 211 days ago
> This is why a lot of people just use NVIDIA's containers even for local solo dev. It's a hassle to set up initially (docker/podman hell) but all the tools are there and they work fine.

Yeah, which I feel like is fine for one project, or one-offs, but once you've accumulated projects, having individual 30GB images for each of them quickly adds up.

I found that most of my issues went away as I started migrating everything to `ux` for the python stuff, and nix for everything system related. Now I can finally go back to a 1 year old ML project, and be sure it'll run like before, and projects share a bit more data.