I would think it's the fact that there's no secret sauce except data and compute to get to a decent model along with a good team. It's a Nemtron 3 Nano architecture as far as I understand, and of course there seems to be some special data curation for German.
Hi, I'm from Embedl (embedl.com / https://huggingface.co/embedl) and we made the hfviewer. Could you please elaborate more on why the Nemotron model visualization might be incorrect? A number of passes are performed to get the graph structure from the HuggingFace conf including sometimes exporting the model with torch.export and the recombining it to make the view meaningful. We would love to fix any issues and make the viewer better.
On a tangential note, I keep noticing
"why x matters", "it's crucial here" that just remind me of Claude. Recently Claude has been gaslighting me in complex problems with such statements and seeing them on an article is low-key infuriating at this point. I can't trust Claude anymore on the most complex problems where it sometimes gets the answer right but completely misses the point and introduces huge complex blocks of code and logic with precisely "why it matters", "this is crucial here".