r/LocalLLaMA · · 1 min read

Nex N2 has a funny "few words do trick" reasoning

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I've been playing with Nex N2 Pro (Qwen 3.5 397B finetune) locally today.

I noticed straight away that it has a pattern of reasoning that is distinct and uses simple words like "need" and "maybe" a lot.

Here's a sample of reasoning.

We need answer user asks "what is the theory of bicameral mind about?" Need explain Julian Jaynes theory. Need concise but enough. Could mention from 1976 book, humans lacked introspective consciousness until ~3k years ago, brain interpreted auditory hallucinations as voices of gods/authorities, "bicameral" not split-brain but two-chambered mind: executive/command and obedient/following. Collapse due to social complexity, writing, disasters, migration; voices became internalized, consciousness emerged metaphorically via language. Not mainstream accepted, controversial, but influential. Need maybe define "consciousness" as subjective self-awareness. Let's craft.

It's probably a way to use less tokens for answers. It makes parsing reasoning a bit harder for me since languistic difficulty jumps around a lot on complex topics. Have you seen this being ingrained in any other popular models? Do you think this kind of shortcut reasoning should be adopted widely?

submitted by /u/FullOf_Bad_Ideas
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