home/categories/machine-learning/aiskillstore-marketplace-skills-eleutherai-logprob-prefill-analysis-skill-md
machine-learningdata-ai

logprob-prefill-analysis

Reproduces the full prefill sensitivity analysis pipeline for reward hacking indicators. Use when evaluating how susceptible model checkpoints are to exploit-eliciting prefills, computing token-based trajectories, or comparing logprob vs token-count as predictors of exploitability.

aiskillstore
maintainer
aiskillstore
Mis à jour 1/20/2026
Étoiles
90
Forks
3
quick start

Installation and usage

Reproduces the full prefill sensitivity analysis pipeline for reward hacking indicators. Use when evaluating how susceptible model checkpoints are to exploit-eliciting prefills, computing token-based trajectories, or comparing logprob vs token-count as predictors of exploitability.

Installation
$ install --globalskills.sh
Utilisation

Après l'installation, vous pouvez utiliser ce skill en exécutant la commande suivante dans votre terminal :

skills use logprob-prefill-analysis