The perfect model(s).

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In my opinion the perfect model(s) will be around 20B-32B and A2B-A4B.
This is the sweet spot on which companies should focus on.

Qwen 3.8, Gemma E2B/E4B and Ling 3.0 proved it.

They are still imperfect (Ling tends to overthink like Deepseek does).
But I think that is the way.
Models that can run even on CPU like LING, but with better reasoning and a little more knowledge are indeed possible.

What do you think?

Posted Sep 12, 2026, 8:19 AM UTC

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