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Generative AI Is an Engineering Disaster. A shockingly inefficient trillion-dollar project.
(www.theatlantic.com)
This is a most excellent place for technology news and articles.
Yeah I'm just beginning my local AI journey on a 5080, tried Qwen3.6 27b Q4 and was getting like 1tps because of the vram overflow. Ran it over night at it was still chewing on generating a prompt for a sub agent when I got up in the middle of the night until it simply ended in some kind of "fetch failure" lol. I think I gave it something too large to tackle, but either way 1tps is kinda garbage.
Wow I’m starting to feel bad about that time I asked AI to make a joke about scatology & eschatology sounding similar.
You could use the 35B MoE model, tune it a little bit and get much better results. I have a 5060 ti and 70-80 tok/s are the norm
That's what I generally use. I wanted to see if I could use the 27b to "review" what the 35b put out. The 35b has been working pretty well, but it's not very thorough. I asked it to make a program and then 27b was like "this is a skeleton, there are folders but no contents." Lol
Is that quantized? 4 bit Qwen 3.6 can get 22tps on a 1060.
It's the q4 quantization, but it requires 20+GB vram and my 5080 only has 16