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So, no need to make old program to work. Just write new one.
/sarcasm
Looks like this is 10 billion activated parameters / 230 billion in total.
So, this is biggest open model, which can be run on your own host / own hardware with somewhat decent speed. I'm getting 16 t/s on my Intel Xeon W5-3425 / DDR5-4800 / RTX4090D-48GB
And looking at the benchmark scores - it's not that far from SOTA (matches or exceeds the performance of Claude Sonnet 4.5)
Sorry, but I bought Proxmox 7, but it is not comparable. Incus does everything (and more) with better interface, WAY better reliability, and also not like a hundred EUR or whatever. (100 EUR is fine with me if better, but not if not better...)
Proxmox has nice web GUI
And I do not understand it:
1. Ingress still works, it's not deprecated.
2. There a lot of controllers, which supports both: Gateway API and Ingress (for example Traefik)
So, how Ingress Nginx retiring related / affects switch to Gateway API?
I use it. Found it to be helpful.
And because they are "immutable" - I found it's significantly more complicated to use with no tangible benefits. I do not want to learn and deal declarative machine configs, learn how to create custom images with GPU drivers...
Quite a few things which I get done on Ubuntu / Debian under 60 seconds - takes me half an hour to figure out with Talos.
You are just giving them data instead. Its not like China is known to protect IP. Your data is going to be used against you, and we cant use western laws to keep it safe.
By the way, I'm running 400B model on my computer with 72GB VRAM: Qwen3.5-397B-A17B-GGUF/UD-Q4_K_XL getting 13 t/s. Subjectively, I feel it's runs at the level of Anthropic Claude, just slower.