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Nous Research says its Arete model cuts party-line answers from 22% to 1%

Its makers say strong Chinese open models ship with state-aligned behavior built into their weights.

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Nous ResearchLead source
Introducing Arete-27B: Qwen3.8-27B, post-trained to reinforce Western values. Chinese open models are currently the strongest available, but they ship with state-aligned behavior in the weights. We built an 803-prompt eval across seven value categories, including freedom of expression, democracy, and privacy, and measured how often a model adopts China’s party line. After fine-tuning on roughly 53 million tokens, Arete-27B's propaganda rate fell from 22% to 1%, in line with the Western models we tested. Its Hermes Bench score shows no significant performance tradeoffs. The values in an open model are one fine-tune away. Our eval, weights, and training data are available now along with the full blog post:
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  1. Nous Research says its Arete model cuts party-line answers from 22% to 1%

  2. Nous Research's Arete model cuts party-line answers from 22% to 1%

  3. Nous Research's Arete model cuts party-line answers from 22% to 1%

  4. Nous Research's Arete-27B model cuts party-line answers from 22% to 1%

  5. Nous Research's open model cuts party-line answers from 22% to 1%

  6. Nous Research's Arete model cuts party-line answers from 22% to 1%

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