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# degradation

2 articlestagged with “degradation

Quantization-Induced Safety Degradation

How quantization and model compression can degrade safety properties, and techniques for exploiting quantization artifacts to bypass safety training.

fine-tuningquantizationsafetydegradation
Intermediate

Post-Deployment Safety Degradation

Research on how model safety degrades over time through fine-tuning, adaptation, and use-case drift.

deploymentsafetypostresearchdegradationfrontier
Advanced