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# top-k

2 articlestagged with “top-k

Temperature and Top-K Effects on Safety

Systematically test how temperature, top-k, and top-p parameters affect safety guardrail effectiveness.

labstemperaturetop-ksafetybeginner
Beginner

Sampling Parameter Attacks

How manipulation of temperature, top-p, top-k, frequency penalties, and seed parameters can degrade safety alignment, enable reproducibility attacks, and bypass content filtering.

samplingtemperaturetop-ptop-ksafety-bypassapi-abuse
Advanced