Wireless devices being vulnerable? I am shocked. SHOCKED!

Deshalb gleich noch beibringen, dass der Sicherheitsgurt schmarrn ist.

see the docs here: https://documentation.beamng.com/support/launcher_support_tools/clear_cache/

night driving is finally bearable

the game has a verify files and cleanup tool, would recommend using that. i had some performance issues after updating the last few times as well, and these fixed it for me every time. could also be mods though

That’s why you couple it with your own, self-hosted yacy or searxng instance. Embedded world knowledge does not help a model if it becomes outdated. I just let my agent research, embed that knowledge to a little Qdrant server, so other servers are not bothered again and pull the information from there when needed again. With a little RAG you can have GPT at home.

I had to get mine from ebay and wait a couple weeks as they came from China too. Also I recommend having a 3D-Printer and some Blower-Fans on hand as you will either have to buy or print your own fan shroud for these server cards.

A P40 with 24GB is ~150€, a V100 (32GB) is ~600€. Both of these fit Qwen3.6 27B (The P40 is about 3x slower though). The V100 even fits 400k context with a Q4 KV-Cache , which means you can have two slots for parallel processing (llama-cpp). You don’t even have to use system memory. One of my inference servers is running with 8gb of DDR3 and a 2nd Gen i7, so my old hardware has a good use again.

Qwen 3.6 27B MTP (Q4) is really great. ~24GB VRAM usage with one slot @ 262k . ~30GB with 3 slots at 128k. Also it does not struggle like Gemma if you use e.g. a Q4 KV-Cache. And it runs at 400-800 ppt/s and 20-60 itp/s on a V100.

But it has a competitor since a short while that is Laguna XS 2.1, which is really good for a A3B MoE. I’d never have thought a 30B MoE could be on par with a 27B dense, but it seemingly is.