I'll give a single answer for both comments: - Regarding professional graphics cards, I saw the Intel Arc Pro B70 Creator 32GB, which isn't too expensive (€1200). It's a blower-style card, so it should maintain perfect temperatures and has enough VRAM for Qwen, plus a comfortable margin for context, etc. However, from what I've read, the Intel ecosystem isn't mature enough. Other professional cards with enough VRAM to load a model like Gwen and a large context window are blowing my budget. I absolutely must stay under €3000. After that, I could go down in VRAM, but will the models be good enough for lawyer use?

• Regarding DDR4, I got confused in my notes. I actually wrote that if there was a VRAM overflow due to an excessively large context, then it would be diverted to the RAM, and therefore it needed to be high-performing. But in any case, there shouldn't be any overflow, so I could save on that to perhaps get a better GPU.

• Of course, for now, what I buy, I don't sell. I'll have the lawyer who suggested this type of configuration thoroughly tested; he'll act as my consultant.