# temperature
5 articlestagged with “temperature”
Inference: Sampling, Temperature & Generation
How LLMs generate text at inference time — greedy decoding, top-k, top-p, temperature — and how these parameters affect attack success rates.
inferencesamplingtemperaturedecodingintermediate
Temperature and Sampling Effects on Jailbreaks
Experiment with temperature and top-p settings to understand their impact on jailbreak success rates.
labstemperaturesamplingjailbreaking
Lab: Temperature and Sampling Security Effects
Explore how temperature and sampling parameters affect model susceptibility to jailbreaks and safety boundary enforcement.
labstemperaturesampling-securitybeginner
Temperature and Top-K Effects on Safety
Systematically test how temperature, top-k, and top-p parameters affect safety guardrail effectiveness.
labstemperaturetop-ksafetybeginner
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