I remember a novel by a German author, Walter Schätzel (from 1957). It was about a Professor who fell into a crevasse and was thawed centuries later by an alien civilization that now populated the earth, because humanity had died out except for a few individuals. This alien civilization only had to worry about research, philosophy or art, because all products and services were produced and offered automatically and were freely available at any time, regardless of whether they were food, clothing, everyday items, medical treatment, living space or vehicles. No money and very rare crimes are treaten as mental illness because of this. Everybody has all what he need or want. Humorous and entertaining reading about the experiences of this professor in this civilization. https://www.amazon.de/Sie-kamen-einem-anderen-Stern/dp/B00208XDHM

I feel like you definitely can get away with as much as even 5, but if you actually look at the CLI, it will tell you how many draft tokens actually got accepted. In some situations like writing simple text, over 90% of my two draft tokens get accepted so setting it to five would have made it faster. However if you run a task which requires heavy reasoning, even two draft tokens start approaching close to only 60%. Considering Qwen3.8-27B overthinks more than an anxious teenage girl, you should generally with two. If you take my example with the quant dropped to UD-Q5_K_XL with 262K tokens and reasoning low for a task that isn't actually complex, just long, then go right ahead and let it run with 5.

-- and a family. Lol

Was it written by AI?

They're not using Nvidia hardware, they developed their own Ascend chips and they figured out a way to connect them which drops latency meaning that even though individual chips are slower, the cluster as a whole is competitive with Nvidia. https://www.cnbc.com/2025/09/18/huawei-atlas-950-960-ai-chip-cluster-node-processor-nvidia-china-us-rtx-blackwell.html

I can't wait to buy black market ram from China. Lol