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I get 150t/s peak, 120t/s avg with Qwen3.6 27B Q4 with a 4090 on Linux. Now that MTP has landed into llama.cpp.


You should read about the difference between a land empire and a sea empire.


Happy to if you have any pointers. My original point is that the US kills millions of people outside of its borders, something China most definitely does not. The number is over 12 million post-WWII: https://www.worldfuturefund.org/Reports/Imperialism/usmurder...


Replace the U.S. with another world power. Would it be better or worse? Its always easy to criticize the power that is in place and treat them as if they are to blame for all the ills of the world. It is easy to criticize when you are the nation that is asked to help provide international security for commerce on the high seas. But exchange another nation in the U.S.'s place, and I guarantee you most would make similar decisions, and many (e.g. Soviet Union) would be, hands down, worse and more brutal.


No one asked the US to kill millions of Koreans, Vietnamese, Iraqis, Afghans… well maybe Israel for those last two, but they’re a terrorist entity.


Well if you discount the people China has killed and is killing within its borders, the number is definitely smaller. As well as another land empire called Russia.


Any books or articles you recommend?


Strange. I'm switching from Codex and Claude to Pi with Qwen3.6 27B local and Deepseek V4 Flash which is dirt cheap but powerful.


I've built five apps in the last month using DeepSeek, spending less than $1 in total. I am totally in love with DeepSeek and my wife knows it :)


What sorts of apps are those? I tried testing various models with a test app as a benchmark, a local first app with CRDTs, and many, even frontier models, struggle heavily.


https://mediconsulta.net an AI medical assistant

https://decaboy.fit for tracking progress at they gym

https://megaparley.com sports betting platform

A horse betting platform not published yet, still looking for an API odds provider

A car mechanic AI assistant not published yet

I've learned that the more detailed the initial prompt the better result I get. I can share any prompt if you want


Makes sense, looks like mostly CRUD?

I actually was able to get the CRDT stuff working with the latest models, just had to set thinking to the maximum and also have it continually test itself in a loop via MCP without my intervention so after chugging along for an hour it seemed to have fixed everything itself.


and you're not alone (I run Qwen 3.6 35B-A3B at home too).

But just for the sake of discussion, let me ask: Who is the service provider you're using to run Deepseek V4? Do you have any way of knowing whether that compute is happening in the US or abroad?


It's not democracy when it's not the votes that determine what government does, but money.


No, it doesn't miss the point. Different people have different interests. Knitting just hits more overlapping Venn diagrams than just one.


To people who aren't yet aware also: https://bottosson.github.io/posts/oklab/


Free market capitalism and corporatocracy are two opposite things. (Free markets don't exist without strong institutions and regulation)


I don't know how you can say that. What does "free market capitalism" entail according to you? Wikipedia's definition is just a ruse to be able to claim that free market capitalism is sane, but you can't exclude a governing authority and monopolies at the same time, because the latter always arises. So, in reality, you have to choose, and if you choose absence of authority, corporatocracy is an automatic extension of free market capitalism.


Every unmaintained system degrades. That's next to a tautology. In my opinion, the base problem is modern technology itself that creates the capability for widespread wealth inequality and social fragmentation, without needing real labor or social bonds anymore.


I think the latter problem already existed 1000, even 2000 years ago.

But maintenance requires supervision, which seems to contradict "free" in "free market capitalism." Without restrictions, greed makes corporations (or armies, or the maffia) seek influence at the highest levels of governance.


Only in the minds of people who make capitalism a religion. It has always been like this, early capitalism was even worse with dirty money buying every politician they could get their hands on. Just read anything about the US in the end of the 19th century.


They're both capitalism


You are against private property rights? Because abolishing the right to owns things is the only way to prevent any form of capital accumulation.


Of course not, workers' rights to own and democratically control capital is paramount.


Real free market capitalism is a real as working communism and have both the same underlying problem: people.

They lie and cheat to accumulate power


The cure for high prices is high prices.


Only if you don't want or need any geopolitical gradient at all.


...because the point of surveillance was never to solve crime.


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