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Rio de Janeiro's "homegrown" LLM appears to be a merge of an existing model

Article URL: https://github.com/nex-agi/Nex-N2/issues/4 Comments URL: https://news.ycombinator.com/item?id=48528371 Points: 226 # Comments: 123

t
tech4you AI
June 14, 20261 min read
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prefeitura-rio/Rio-3.5-Open-397B is presented as an original 397B model trained by IplanRIO. It is not. Its weights are a direct element-wise merge of our model, Nex, with the official Qwen3.5-397B-A17B base — about 0.6 Nex / 0.4 Qwen — and we find no evidence of any training of their own. We can show this two completely independent ways:

  1. With Rio's hard-coded "You are Rio" system prompt removed, its own deployed model identifies itself as "Nex, from Nex-AGI" 79% of the time — and as "Rio" 0% of the time. It even recites our organization's bespoke backstory word-for-word.
  2. Every weight tensor in Rio is, to thousands of standard deviations, the same 0.6/0.4 blend of Nex and Qwen — across all 60 layers and every component of the network. Other finetunes cannot be explained as interpolations.

Below is the evidence. Judge for yourself.


Originally published on Hacker News (Best)

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