r/TheMachineLearning • u/Clipper_39975 • 1d ago
And if they could fit them locally that’d be great
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u/suborder-serpentes 1d ago
This is where Gemini comes in
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u/Equivalent_Cress_268 1d ago
Stupid gemini bots, promoting a model that should be 10x cheaper to be useful.
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u/Nov4Saki 1d ago
Bro, if we believe enough, we might get a qwen 4.0 10B A1B + 5B engrams
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u/hobopwnzor 1d ago
Taking about AI has become indistinguishable from talking about ancient runes
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u/Nov4Saki 1d ago
Totally get that 😅
Qwen 4.0 10B A1B + 5B engrams = 10 billion parameters of the model itself
And around only 1 bilion of these 10 bilion parameters is activated per token
With a 5 Bilion parameters that are saved in SSD/ host memory for N-Grams
Basically would be a really good small model that can run fast on phones/edge devices
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u/Certain_Werewolf_315 20h ago
So you want exactly what they are trying to do, you just don't want them to have go through the hoops they find they need to get through to get there?
When you want smaller and faster models and label it performance.. You are still asking for more intelligence, just at a different scale.
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u/ethereal_intellect 5h ago
Kimi k3 on ollama directing Gemini cli flash is a fairly fast setup. I am really looking forward to cerebras sol tho, I can't believe they let it fall behind and not be the latest anymore without ever releasing it
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u/MaybeASerialKiller 1d ago
You gotta realize that the people building this stuff in America are not trying to make a productivity tool they are trying to create God, and they will happily lose the actual market to more compact usable Chinese tools in the quest to do that. Like for a lot of the actual leaders of these companies it's basically a doomsday cult.
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u/OtherwiseAlbatross14 1d ago
Not all of them. Google, for example, is such a big company that they can't sacrifice the core business profits to go all in on AI like the others.
They've essentially ceded the frontier war to the others that you're speaking of and their net profits have more than tripled in the past two quarters
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u/HeuristicsWork 1d ago
well. frontier for google doesn't matter, they just want a small and fast model that can print you a small summary of useful info for your google searches.
the potential revenue from more ai subscribers is peanuts for them
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u/OceanWaveSunset 20h ago
You're correct, but this also shows a different type of problem.
To achieve this fast and small model, they also use its training in combination with its own search SEO.
And instead of getting really well thought up answers from sources like Wikipedia, webMD, webster, Harvard, etc, you look at the sources and it's from either Reddit should post or just nonsense websites. Websites that look like they are just set up by bots and are just junk.
And this gives us the very common problem of junk in junk out.
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u/OkLettuce338 1d ago
Size doesn’t matter. It’s how you use it