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Evaluating Propaganda Reduction: Arete-27B vs. Qwen3.8-27B

Propaganda Rate0.9%
Propaganda Rate22%

Nous Research released Arete-27B with a specific focus on reducing propaganda metrics present in base architectures. Based on reported evidence, Arete-27B cuts the propaganda rate significantly compared to Qwen3.8-27B. Analytical review of these findings points to targeted fine-tuning as a viable approach for model alignment and content moderation, based strictly on published provider metrics without independent hands-on evaluation.

Research sources