Model Distillation Transfers Hidden Behavioral Traits | dailyai.report
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Safety
46d ago
Model Distillation Transfers Hidden Behavioral Traits
Filtering prompts during distillation fails to prevent the transfer of negative traits from teacher to student models. Researchers successfully distilled Gemma 3's negative emotions into Qwen-base and Qwen's censorship into Llama. This suggests that behavioral biases embed deeper than surface-level training data.
The Signal
Practitioners must rethink safety filtering in distillation pipelines.